The best-known generative modeling systems are "generative adversarial networks" (GANs).
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And by visiting Norwegian generative artist Anders Hoff's website Inconvergent, Allen learned how to make his CG art generative.
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Using custom generative software, artist Helen Alexandra codes generative algorithms to create animations in real time, resulting in mind-bending digital paintings.
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Generative Adversarial Networks (GANs) provide a powerful generative model, and have been used to generate horrifying faces and even turn winter scenes into summer ones.
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First, could you talk about a failure that was generative for M/E/A/N/I/N/G, something that failed that you felt was generative?
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Can boredom be a generative — even profound — condition?
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We thought that this really simple gesture was a generative metaphor for thinking about migration … in a way that is more generative than what we often see in the media.
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And generative networks can do the same thing with video.
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Perhaps that's where the future of generative media lies, then.
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Ngọc's installation plays cleverly within these surreal and generative intersections.
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Shopsin and Moss's books are not only recollective, but generative.
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But whatever the bad Rachel is she is probably generative.
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"It's a declining business, but it's cash generative," he said.
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There's quite a significant bump putting generative music on there.
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"We're using our collective minds to be generative," she said.
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Confirmation processes are painful -- but they can also be generative.
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"As far as the future goes, I certainly hope that generative media becomes more mainstream," he says, but notes that his own sense of enjoyment comes not from consuming generative media, but creating it.
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Their machine learning algorithm is called AttnGAN, (Attentional Generative Adversarial Network).
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The original Bloom app actually adhered to some generative music principles.
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I am in line with the generative artists, not the editors.
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But here, it isn't a generative result, it's an abrasive one.
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These motivations have carried over into her most recent generative paintings.
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"This is what I call the 'generative alliance'," Dr. Jaffe said.
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Rosebud AI, a San Francisco-based synthetic media company, launched Generative.
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Brown makes his images using generative design software he wrote himself.
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The first type are generative algorithms, responsible for generating new data.
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What drew you to generative music as a form artistic expression?
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What do you think about the emotional experience of generative music?
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We also need the carrot of socially generative assembly from afar.
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He decided to take that shape as his generative starting point.
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For the (admittedly steep) price of $40, an app version of the release runs the generative version of the piece on your phone alongside a similarly generative visual work by artist and long-time collaborator Peter Chilvers.
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But generative software can churn out forgeries automatically, based on simple instructions.
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This feline-friendly system was called a GAN, or generative adversarial network.
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That is why this is neither data viz, nor pure generative art.
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Pix2pix is based on a promising technique called generative adversarial networks (GANs).
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This is where the "partially generative" aspect in the title comes in.
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This is a theme replicated in the emerging art of generative cinema.
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They are creative, and they are generative, but they are also unbounded.
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THUMP: What was your first interaction with generative music as a concept?
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That's by design, and it creates a constant feed of generative precarity.
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Because leaving a legacy is more generous and generative than maintaining community.
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Writing about things you hate is easy: not just fun, but generative.
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Update January 24th, 11:11AM ET: Updated to include generative placeholder image.
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Erasure had become a generative act, not to mention a collaborative one.
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They relied on a type of artificial intelligence called generative adversarial networks.
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They relied on a type of artificial intelligence called generative adversarial networks.
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How did this combination of space probes and generative poetry come about?
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The act of history … is generative and open, not descriptive and closed.
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In trying to fool the adversary, the generative software learns from its errors.
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Compass's cash-generative business model and strong financial flexibility also support the ratings.
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Winkler and Tiwari say a generative version of Penny is in the works.
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Autodesk's Generative Design tool in Netfabb 2018 is the latest example of this.
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From there, Facebook built a generative saliency map using a deep neural network.
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I'll end this essay with a gesture towards generative, rather than disruptive, practices.
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Modern machine learning often uses a technique called a generative adversarial network (GAN).
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Combining generative adversarial techniques with other recent advances lets you do even more.
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That makes the work of publishing more complex, more generative, and more exciting.
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The artist creates multimedia environments and generative visuals from algorithms and 3D worlds.
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It focusses on the traumatic effects of affairs, without acknowledging their "generative" possibilities.
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The GND is a generative discourse with the potential to overcome political tribalism.
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The program uses a popular machine learning architecture called Generative Adversarial Networks (GANs).
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Recess is a generative meeting place for reimagining the social possibilities of art.
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How did you end up using a generative system in No Man's Sky?
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I think that anger is very generative to art writing and art making.
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Obvious uses a type of AI called a generative adversarial network, or GAN.
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A generative adversarial network (GAN) machine learning system generates the feet on demand.
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That's because generative AI systems can be trained to trick a specific detector.
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His new works treat that experience as the generative event for his art.
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Pain is important, but there's only so much of it that can be generative.
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In Paroxysm of Sublime, theory becomes a kind of homecoming, both stabilizing and generative.
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All of these generative tensions make Lockett's work worth seeing and spending time with.
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Japanese tech company DataGrid made the AI using a Generative Adversarial Network (or GAN).
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This surprise release follows Eno's album and (amazing) generative piece Reflection earlier this year.
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It is highly cash generative, with operating costs around half of the UK average.
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Create classroom rules and structures that support respectful and generative discussion, online and off.
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This general process is what's behind a lot of generative/creative machine learning algorithms.
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That was the first time I'd done a simple generative system in a game.
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The music can become repetitious, but with [generative music] you're already breaking that cycle.
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I think using generative music in very commercial applications makes a lot of sense.
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" This is the richness of loss, the work of the caress, our "generative nothingness.
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ADAMS A really great text is just so generative; it produces the best music.
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Eventually the Generative Design tool will accommodate other types of manufacturing beyond just additive design.
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This powers an electronic synth module, creating generative sound compositions which play from a speaker.
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Then, you construct the generative algorithm, which is the most time-consuming and difficult part.
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CN: I love the phrase generative adversarial network, which is the perfect description of Twitter.
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Generative Synthesis uses machine learning to probe and understand neural networks in a fundamental way.
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Goodfellow is the father of an AI approach known as generative adversarial networks, or GANs.
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This was done by training a generative neural network to interpret the archive at SALT.
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He follows generative art closely, something he says is a "very nice and helpful" community.
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If the game introduces the concept of generative music to a wider audience, that's fantastic.
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The website uses an implementation of machine learning known as Generative Adversarial Networks, or GANs.
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One particular set-up, known as a generative adversarial network (GAN), works by setting a piece of software (the generative network) to make repeated attempts to create imagesthat look real, while a separate piece of software (the adversarial network) is set up in opposition.
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To create his generative systems, Eno feeds sounds through algorithms in software of his own design.
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The topsy-turvy "Incidental Sketches" by Michelangelo and his pupils displays the generative force of deviation.
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Spacemaker, a Norwegian generative design company, focuses its efforts on real estate developers and urban planners.
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The researchers used what's known as a generative adversarial network, or GAN, to make the pictures.
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Their works deploys a type of neural network known as a generative adversarial network, or GAN.
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Nividia calls this new program GauGAN and it works thanks to generative adversarial networks, or GANs.
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The system works by using a machine learning method called a generative adversarial network, or GAN.
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We created this month's cover image by using a deep convolutional generative adversarial network, or DCGAN.
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The AI method is called 'generative adversarial network' or GAN, and involves a two-part algorithm.
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Pfad, recently achieved that human-machine harmony with an hour-long generative sound-reactive visual set.
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In manufacturing, designers have been exploring generative design as a new way of creating everyday things.
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Quora's discussions can go quite deep, drive substantial value, and be generative of new product features.
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The expansive, generative power of imagination was as evident here as it was in Perret's exhibition.
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"The most prominent use of generative adversarial networks — GANS — has been to create deepfakes," said Reddy.
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I've already said that being mad can be a generative experience when it comes to poetry.
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Ultimately, it is generative in the domain it opens up, a space for looking and thinking.
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The generative settings were consistent for each output, but we adjusted the slider for response length.
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As a game designer, Greg Borenstein's work explores machine learning, computer vision, drawing, and generative storytelling.
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" _Synesthesia is a captivation and generative translation of the movement danced in microgravity," the duo say.
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So we're doing some research on something called GANs, G-A-N, stands for Generative Artificial Networks.
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Instead, it uses what's known as a generative adversarial network (GAN) to generate new features from scratch.
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The algorithm uses generative adversarial networks (GANs), and is trained on thousands of images of naked women.
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One application where I have been just totally blown away is the generative adversarial networks, or GANS.
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Generative design is one of them, and a version of artificial intelligence called machine learning is another.
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Uber engineer Philip Wang, on top of a generative adversarial network (GAN) developed by Nvidia's AI team.
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With cancer, biology's fierce insistence — its resilience, its ceaseless creativity, its sheer generative capacity — is the enemy.
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Then, based on those photographs, he and his team built a "generative model" capable of synthesizing more.
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Speaking over the phone with THUMP, Weir emphasized generative music's ability to locate solutions to real problems.
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Gardell said the passive safety business was highly cash generative and had been strengthening its market position.
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Now an artist collective is using a generative adversarial network to create and send feet, sweetie. Thisfootdoesnotexist.
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The telco is looking to diversify beyond its core cash-generative wireless business amid pressure on carrier fees.
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Arthur Harsuvanakit and Brittany Presten of Autodesk's generative design lab created the chair, but they didn't design it.
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Most of the products on this list, especially in generative design, are focused on designing for commercial uses.
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The adversarial software, knowing what the real world looked like, provides meaning and boundaries for its generative kin.
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A generative adversarial network is then trained on this segmented data to generate new versions of these objects.
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"I can see how some people might think generative art has less of the artist's touch," says Alexandra.
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The site, which makes art using an AI method known as a generative adversarial network, had gone viral.
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Like the Drone Shadows, which proliferate to this day, consciously starting a series seems to have generative effects.
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" What he's done with generative modeling, he said, is "in some sense, exactly the opposite of a simulation.
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Deepfakes are made using a type of machine learning architecture known as a Generative Adversarial Network, or GAN.
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However the cash generative company quickly delevered again to 2.3x in May 2019, from 3.3x in December 13.
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Although Formula 1 proved hard for CVC to exit, the company performed well and was strongly cash generative.
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However, they are cash generative, and in Fitch's opinion, do not pose significant additional risk to the group.
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It was a remarkably generative idea that produced revolutions in taste as significant as those in political temperament.
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They then used those images to train a type of neural network known as Generative Adversarial Networks (GANs).
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After wrapping up the arrangement on "Kundaleen," Weitekamp was brainstorming ideas for generative visuals that would accompany song.
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Hess said it expects it can be "cash generative" after 2020 with oil prices of $1.53 per barrel.
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A generative network of nodes starts to grow exponentially, ultimately flowering into an ashcolored bushel of weightless tentacles.
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Generative discourse and dissent play an essential role in our imagination ecology, as they do in any democracy.
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Because the model was trained to be generative, it was also able to output reviews with preset sentiments.
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"It stands for the people," said Ms. Damm, who has created similar interactive and generative artworks since the 1990s.
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Often these women wield tools for horticulture or harvest, their shared generative efforts highlighting the general absence of men.
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The Generative Adversarial Networks technology behind the portrait has been used by several artists over the last three years.
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Apple is proposing to use Generative Adversarial Networks or GANs to improve the quality of these synthetic training images.
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"I'll write code that creates real-time generative animations, essentially, moving agents that make colorful digital marks," Alexandra explains.
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Ironically, this back and forth mimics the technology at the heart of deepfakes: the generative adversarial network, or GAN.
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Generative modeling is clearly powerful, but whether it truly represents a new approach to science is open to debate.
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In the last few years, he has developed a generative art practice using Cinema 4D and various programming languages.
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If the informed half likes what it sees, the generative half uses that information to make a better image.
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When it comes to generative art or real-time visuals, there's an intriguing collaborative harmony between humans and machines.
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Yet expansiveness is at the heart of Smith's work; her characters aspire to the generative power of the pun.
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The Española Valley Fiber Arts Center is working in support of a generative, living tradition of storytelling through textiles.
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We want you to be free cash flow generative and we also want you to return capital to us.
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I think anarchist thinking is one of those profoundly radical ways of thinking that is very fruitful, very generative.
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The algorithm, a Generative Adversarial Network (GAN), was published in January by researchers at Microsoft's Deep Learning Technology Center.
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So we have always tended to be generative, and look at emergence as a feature of change and transformation.
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That's not just a lie, it's a generative lie, since when people come to believe it, it informs life.
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Tom Hardison is the president of Generative Leadership Group, and an executive coach at Pluma, a digital coaching platform.
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All right, the technology I'm most excited about is of this concept I mentioned earlier called a generative adversarial network.
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They use variational autoencoders (VAEs) and generative adversarial networks (GANs) to build a framework for the algorithm to learn on.
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Our AttnGAN incorporates the Attention mechanism with Generative Adversarial Networks (GANs), which significantly boosts the text-to-image generation performance.
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Performance art proved to be an especially generative form, even if some critics didn't see it that way early on.
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One could call this project, curated by Philippe Riss-Schmidt, a self-generative graphic film or a non-linear animation.
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By trying to fool the adversary, the generative software would learn to create images that look real, but are not.
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"It's an excellent, cash generative business," James Congdon, managing director at cashflow returns specialist Quest, had said before the debut.
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Through generative computational modeling, researchers at Leeds University recreated Joey's character from Friends to immortalize him in an AI avatar.
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After taking stills during the algorithmic animation process, she begins a digital painting that works well with the generative imagery.
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The generative moment of her artistic expression occurs after Everett slaps Maud for saying too much to his fellow fishmonger.
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A vote should be generative, not like business as usual, which is what voting feels like for most of us.
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Without the ability to rationally design due to unknowns in biological systems, generative design is a powerful tool for biologists.
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It is as if these are models for cells undergoing a transformation, generative organisms giving birth to a similar being.
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However, more than half of these are composed of low to moderate risk working-capital loans to cash-generative clients.
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The technology used to make them is called a Generative Adversarial Network (GAN), which pits two algorithms against each other.
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We invested in HourOne, which is a synthetic video company using generative adversarial networks to generate video without the camera.
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The key underlying technique for the company is what are known as GANs, or generative adversarial networks with reinforcement learning.
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Then you understand the generative contradictions of the Cure: It must take a lot of optimism to look that disenchanted.
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Ian Goodfellow is well-known as the inventor of generative adversarial networks (GANs), now a widely used class of algorithms.
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"It'll be fine as it's a cash flow generative name and people are expecting an all-secured deal," he said.
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He created a love story — the story of the selfish, intense and generative love of an artist for his audience.
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Perhaps no work is more generous — and generative — than Belott's meditation on the shopping cart, Shopping for Color (1996–1998).
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" At its core, this philosophy "rejects the authority of top-down hierarchies and replaces them with bottom-up, generative processes.
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How it works: The pieces were made using generative adversarial networks, or GANs, a state-of-the-art AI technique.
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Mr. Young's earlier book, "The Grey Album," looked at the generative power of storytelling, but "Bunk" takes a bleaker view.
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They settled on making a series of portraits of a fictional aristocratic family using a generative adversarial network, or GAN.
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Sleep is the most generative part of our day because it is when our ego gets out of the way.
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More generative for him are the examples of artists who became known as Minimalists even as they disavowed the term.
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This, in a way, is a leap beyond what even deepfakes and other algorithms using generative adversarial networks can accomplish.
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In this series, the paintings are what remain of Jensdotter's subtractive process, yet they are strangely generative, building through accumulation.
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Rush and Glazov decided the visuals would be real-time and generative, reacting to Rush's sounds as each sequence unfolded.
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Certain paintings reach so far down into the generative process that "the givens" of their tradition themselves can be changed.
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It has a reasonable financial profile, although not as strong as asset-light and FCF cash-generative groups such as Marriott.
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To create an actual generative experience, Eno supplemented the release by offering an app that is truly endless and ever changing.
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The intent is that the generative neural network will produce a superior result by bouncing its ideas off its adversarial counterpart.
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Their paper, "Estimating the success of re-identifications in incomplete datasets using generative models," was published in the journal Nature Communications.
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So I think we have demonstrated that our business is extremely cash flow generative, that we are good stewards of capital.
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Before considering any dividend distributions, Moto remains structurally a cash-generative business, capable of funding a significant part of growth investments.
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The research is based on an AI method that's particularly good at generating visual data: a generative adversarial network, or GAN.
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Proponents of generative modeling see it as novel enough to be considered a potential "third way" of learning about the universe.
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Ideal Suggestions often reads like it's written for writers because of its emphasis on the creative and generative engines of craft.
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The company has a strong cash- generative capability with a pre-dividend free cash flow (FCF) margin of 7503% to 15%.
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The system uses something called generative adversarial networks (GANs) to move one style of image onto another without much matching data.
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This was done by training a Generative Adversarial Network (GAN) to recognize open eyes based on a set of reference photos.
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We can share these insights with our friends, and that can feel like a different kind of solidarity, cleansing and generative.
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As she persuasively shows, marches need not be the apex of a movement's rise; they can also be its generative soil.
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Graduate students are involved with community activities, street interventions, race and gender identity, generative art, bio-art, and media and installation.
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This generative spatial experience is made from hundreds of stage lights that are all hooked up to an arched metal frame.
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The challenge with No Man's Sky was having [65daysofstatic] write an album and then make a generative version of that album.
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"Our interviews strongly suggest that the autonomous generative self that many men described is also a haphazard self," the authors write.
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It is a singularly generative feature, which has elicited more creative uses and hacks than anyone could have predicted in advance.
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Generative adversarial networks — the same AI technology that drives most deepfakes — have helped vault synthetic data to new heights of realism.
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Judith Resnik: This question changed the face of the Supreme Court Confirmation processes are painful -- but they can also be generative.
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On "Duologue," their new, Quincy Jones-produced album, the pair find plenty of generative energy in the space between their styles.
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You can work with something you can't necessarily explain, and can use that space of un-knowing as a generative place.
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On the other end of the aristic spectrum, architects reimagine the border wall's potential of being a "generative site" of binational cooperation.
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The method, based on generative adversarial networks (GANs), processes instance information, such as the ability to identify objects and boundaries in images.
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Using generative adversarial networks, users of the software are with just a few clicks able to sketch images that are nearly photorealistic.
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While many of the startups are building generative design tools, others are attempting to streamline project management or file storage for architects.
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Instead, she allowed the fiber to form a generative syntax of its own through its warp, weft, bulk, heave, drape, and knots.
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Researchers at MIT have published demonstrations of their work on generative video, and the "hallucinated" outcomes of are both impressive and repulsive.
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This may seem crude or trivial now, but expect GANs to play increasingly important roles in generative machine learning in the future.
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Other AI programs had already learned to mimic human forms and movements, putting lifelike characters into realistic scenes (something called "generative photorealism").
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The research uses the same AI technique behind deepfakes, which is a machine-learning method known as GANs, or generative adversarial networks.
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"The entire lyrics video consists of multiple variations of a customized generative system programmed using Processing," writes Kwok in the video's description.
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AutoDesk's The Living is double-down on this idea, and are regarded as a leader in bringing generative design to office spaces.
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The reason he used generative art in this video has to do with its ability to create lifelike artistic organisms through simulation.
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They may also share a healthy impatience for the ways things "have always been done" and a generative desire to break conventions.
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Twelve artists are showing projects that deal with the environment, molecular systems, and generative computer programs using SciArt as an online platform.
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He says that Cinema 4D's X-Particles was critical in creating the organic node systems and generative compositions seen in the videos.
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Generative Placeholders is a new tool that lets you embed autogenerated placeholder art into a website that changes with every page refresh.
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"I've been dreaming a lot of portable micro computers to create a generative music album," reads the description of Giorgio Sancristoforo's latest project.
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To build its own version, a generative adversarial network, or GAN, was trained on more than 1,000 existing images to create new ones.
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The algorithm was developed by Amazon Lab 126, the company's research and development hub and uses a tool called generative adversarial network (GAN).
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TestFit is another generative design tool that can incorporates zoning, parking, and streets to provide options for builders of multifamily residential real estate.
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As for non-generative artists, Alexandra finds inspiration in Romio Shrestha and Clark Richert, and often looks to nature to inform her work.
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The code-based video is made using a generative system similar to the one he used for Karma Fields's earlier Skyline music video.
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Fitch expects Quironsalud to be cash-generative and earnings-accretive for Fresenius, supporting a smooth deleveraging path over the four-year rating horizon.
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This technique of generative AI music is becoming pretty common, and has been used to create everything from pop songs to jazz numbers.
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Granted, there's already plenty of generative music, and it's not nearly as complicated as making speech that humans will recognize as their own.
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"The pull-back provides another opportunity for Aussie investors to buy cash generative and growing companies at a reasonable price," Credit Suisse said.
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Premiering today on Creators, the video was directed by filmmaker Ruben van Leer and features generative visuals by 3D fractal ace Julius Horsthuis.
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When you say that the sound generates the visuals, should that be taken to mean that the visuals are generative in some way?
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Since the software I write is generative, we experimented with adjusting the pacing, color and movement to try to best fit the mood.
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GPT-2 runs on a neural net that is ten times larger than OpenAI's first language model, GPT (short for Generative Pretrained Transformer).
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We have failed to be generous and generative and smart about including all people in America as active citizens or even active residents.
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This Generative AI technique pits two different neural networks against each other to produce new and original digital works based on sample inputs.
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It does so with a Generative Adversarial Network, essentially a machine learning system that tries to fool itself into thinking its creations are real.
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Featuring abstracted geometries and static, the work was a shapeshifting procession of 3D scans warped in a range of black-and-white generative visuals.
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Bulley wrote a generative sound score, composed into six general states, each of which were triggered by a set of conditions occurring at once.
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For example, key elements of the vehicle have been developed using a so-called "generative design" process designed to maximize strength while minimizing weight.
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Additional technology would be needed to create the generative visuals that would track data from LA Philharmonic Conductor-Laureate Esa-Pekka Salonen's body movements.
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Earlier this year, electronic-pop band Safetalk shared their debut single "Universal" via a generative music video directed by Boston-based artist Christopher Konopka.
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The advances in synthesizing, assembling and testing genetic constructs, together with the advent of cloud computing, make generative design a good option for biologists.
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Then there's the "generative" part, which, based only on the vectors created earlier, predicts what a different part of the scene would look like.
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To do this, we used a deep convolutional generative adversarial network, or DCGAN, a machine-learning technique that's at the forefront of image generation.
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"The renewables business last year was free cash flow generative... we've been moving in a positive trajectory over the past three years," Sanyal said.
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Essentially, generative modeling asks how likely it is, given condition X, that you'll observe outcome Y. The approach has proved incredibly potent and versatile.
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As an example, suppose you feed a generative model a set of images of human faces, with each face labeled with the person's age.
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At DarwinAI, Wong helped develop Generative Synthesis, a new technology that builds on the ideas of evolutionary synthesis and takes it a step further.
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"The idea behind Generative Synthesis is to take artificial intelligence itself and see if we can better understand and develop neural networks," Fernandez said.
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She told The Verge via Twitter DM that the bot uses a combination of generative and static statements sourced from the Javascript library Tracery.
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Ophir said the Bualuang oil field in Thailand, its most cash-generative asset, is expected to produce more in the second half of 2017.
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All of the people they come across in formal ways but allowing them [the experience] to be informal can be more generative and unexpected.
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The video is by Boston-based artist Christopher Konopka who uses analog video signals—synthesized waveforms, camera input, video sampling—as a generative medium.
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The generative role played in the second movement by the "Dies Irae" chant speaks neither for the first nor the last time of liturgy.
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JRS & MN: In addition to 3D, motion graphing, and generative animations, we are constantly returning to cinematic processes to create content for our visuals.
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A restructuring, in which Line would be injected into the firm using a share swap, will dilute earnings at the otherwise cash-generative company.
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It advocates an environmental movement for the culture — replacing the harsh works that flow from fear with works that are generous, generative and generational.
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A few weeks ago, FastCo Design did report on a Facebook effort to develop a "generative adversarial network" for the purpose of developing negotiation software.
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"We have emerged from quite a dark period as a sector to be low cost and cash generative," said Jake Klein, executive chairman of Evolution.
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As Klingemann explains, each portrait in Memories of Passersby I is created by a type of AI program known as a generative adversarial network (GAN).
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Instead, it was composed by generative adversarial networks, or GANs, a type of machine learning program that "learns" from existing photos to produce new things.
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Related: William Betts Creates Art From CCTV Footage Generative Portraits Made from Your Voice and Webcam Photos How To Make Glitch Selfies With Your Webcam
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The project seeks to prototype a Generative Content Model, where diverse collaborators pioneer new media types that serve a global audience and spark social innovation.
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It worked by taking a clothed image of a woman, then swapping the clothes for naked breasts and a vulva using generative adversarial networks (GANs).
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Polygons on a grid bloom into intricate patterns that resemble hand-woven rugs and Moorish tile patterns in the generative works of John Green, a.k.a.
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Related: CG Art Master Makes Algorithms Look Like Oriental Rugs Watch Clips from an Audio-Reactive Generative Visual Set [Visual Dictionary] An Interactive AI Illustration
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Through this technology, the artists can also hand-draw sketches of imaginary cities and feed them into the generative model trained to create a map.
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We're approaching these new physical and sculptural projects with the same generative and code-based thinking that we've developed as our workflow over the years.
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She was a devout Baptist, and hoped that Holley might become a preacher, but he found that the church alone couldn't contain his generative spirit.
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Onscreen, Zhang showed me an elaborate flowchart in which neural networks train other networks—an arrangement that researchers call a "generative adversarial network," or GAN .
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This came in the form of a London-based startup that uses generative AI to create "reanimated video", allowing for seamless dubbing into any language.
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He shares with The Creators Project that he is currently experimenting with abstract and generative digital drawings that use 3D software like Cinema4D and Houdini.
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In our view, this is counterbalanced by the group's adequate liquidity buffer, supported by its cash generative profile along with a moderate appetite for acquisitions.
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Around the time he started working in the industry, he began tinkering with a software called Koan that allowed him to craft simple generative pieces.
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"The commitment to get down to two times EBITDA in three to five years really shows how cash-generative Shire is," said Polar Capital's Mahony.
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For what it's worth, Generative Placeholders is provided under the MIT License, which generally only places limited restrictions on how you can use the software.
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DeepComposer is not meant to make music for entertainment purposes or push the state of generative AI. It will never be marketed to aspiring musicians.
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So, in the case of Detroit, it's how do we create that space, or amplify the magic of that space, in a generous, generative way.
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The adversary looks at the generated images and judges whether they are "real", which is measured by similarity to those in the generative software's training database.
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In terms of the specific technology it's using to alter selfies in a photorealistic way, Goncharov says FaceApp makes use of "deep generative convolutional neural networks".
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This does exactly what it says on the tin: feeding a generative neural network with a bunch of faces and getting it to create similar samples.
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The agency's AI Lead Kathryn Webb said they fed more than 10,400 sports logos into a deep convolutional generative adversarial network, getting 6,400 possible logos back.
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Better recovery expectations by preserving the business model, as opposed to liquidating its balance sheet, reflect Moto's structurally cash-generative business and well-managed franchise portfolio.
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Related: Black Metal Forever Turns Up The Volume On Generative Music Goth Industrial: Even More Metal in 360 Degrees Yes, Baby Chickens Can Be Heavy Metal
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From Aristotle and his garden walks to the gleaming white hot-desk, people have always sought to create pleasing spaces that are inspirational but also generative.
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GANs work by training generative models that seek to minimize a particular "loss function" according to a prediction that the generated image is fake or real.
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Sub Chroma is meant to be a hybridization of a night time dance party, a physical art gallery, and a generative display of street art live.
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"Generative design" is the principle of using software to create an endless slew of architectural designs that meet the specific criteria associated with a given project.
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"Generative design is like any other of the complex tools designers use," says Robert Woodbury, a professor of interactive arts and technology at Simon Fraser University.
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In our view, this is counterbalanced by the group's adequate liquidity buffer, supported by a cash-generative profile along with an expected moderate appetite for acquisitions.
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SRGAN, for example, relies on a generative adversarial network, which basically pits two neural networks against each other to test and fine-tune an image repeatedly.
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The program relies on a generative adversarial network (GAN), meaning there are two types of algorithms pitted against each other as adversaries to create its portraits.
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As a whole, the collection is much more sophisticated and refined than anything the couple has done previously — it's as if collaborating created a generative friction.
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He was also influenced by James Whitney's generative computer art films, and the expanded cinema performances of Junichi Okuyama, who interacted with projector beams and flickers.
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After manually paring these pictures so just the faces of the cats could be seen, Jolicoeur-Martineau fed the photos to a generative adversarial network (GAN).
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Inspired in part by the first ever completely electronic film score composed for cult favorite Forbidden Planet, Uhns uses his own generative synthesis sound system, a.k.a.
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Paul Weir: I probably started playing with generative music with this software called Koan, which Brian Eno was a big fan of about 15 years ago.
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I know there's generative music that composes itself from the ground up, but you can hear acoustic guitars and things of that nature in your pieces.
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Tepfer's work is a modern update of what Eno dubbed "generative music"—compositions that could go on forever, evolving according to a set of predetermined rules.
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But for me, watching generative and derivative nostalgia spar within it prompted a different sense of the familiar: bleakness about the future of mouse-eared entertainment.
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Generative software, developed by Francisco Rafart, extracts the musical elements from the luminescent sculptures' tree ring-like lines, finding in the faces both melodies and discordances.
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And that would be a special business that delights their customer, an owner-operator, free-cash-flow generative, high return, and hopefully with barriers to entry.
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Separately, Barloworld, a dealer for Caterpillar and other industrial equipment makers, said the starch business was highly cash generative, relatively asset light and a defensive investment.
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"The goal here is to teach generative AI as one of the most interesting trends in machine learning in the last 10 years," Miller told us.
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The unit is also highly cash generative, so whether investors believe in the equity story or not, many felt comfortable investing on a senior debt basis.
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In "Big Magic," Elizabeth Gilbert uses her own generative process to share insights into the nature of inspiration and how your attitude ultimately shapes your creativity.
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Related: Now You Can Make Beats in Virtual Reality Generative Electronic Music Inspires a Series of Digital Matrices This Synth Lets Anyone Compose Just Like Bach
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In an artistic process that is uniquely Bradford's, he arrives at the same place as Still, who considered the color black to be warm and generative.
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Eno's generative audiovisual piece dates back to 2005, when the musician and artist began experimenting with multiple projectors focused on a single area to create an image.
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This process was repeated thousands of times until the generator was able to successfully fool the discriminator—a setup known as a generative adversarial network, or GAN.
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That means if someone wants to customize the output of a generator system, like a generative adversarial network (GAN), they can't train it on their own data.
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Instead, he took only a few days to create the clip on a desktop computer using a generative adversarial network (GAN), a type of machine-learning algorithm.
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The adversary would look at the generated images and judge whether they were "real", meaning similar to those that already existed in the generative software's training database.
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In 2014, she began to teach herself how to code, a skill she has put to use in writing custom generative software for her most recent works.
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"I aim to blur the definitive recognition of what is generative and what is digital painting, really working them to together into a unified expression," she says.
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The concept is called generative choreography, and our previous coverage of it has mainly focused on programs that generate patterns and shapes for human dancers to follow.
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The work was carried out by researchers from the Polytechnic University of Milan and used Generative Adversarial Networks, a recent innovation in the field of deep learning.
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Then, if you look at things like imagination, it's the idea that humans and some other animals rely on generative models of the world they've built up.
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High Cash Flow Conversion Theramex is a cash generative business supported by high and stable operating margins in combination with manageable working capital and low capital intensity.
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Clearly, this is not Green's first foray into generative art: he's a dedicated master of working with shapes, already having developed strong followings on Reddit and Twitter.
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DERIVATION SUMMARY ASML has one of the strongest cash-generative capabilities in the technology sector, which is supported by an 80% market share in its niche segment.
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True to its name, Creative Destruction Lab in practice feels like a generative cauldron of ideas, shared with peers and industry specialists for debate, discussion and reformation.
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This other, "informed" half passes a judgment on the drawings it sees, and, if they're crappy, the generative "naïve" half scraps the current attempt and tries again.
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Related: Bright Eyes: Projection Mapping On A Human Face Virtual Organisms Writhe in Generative Music Video "Tehraj" An Experimental Horror Film Marries Grotesquery and Feminist Poetry [Premiere]
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Personalization means both utilizing location, Apple Watch, and other data to create magical audio experiences and customized audio content, but also advances in generative content like Resemble.
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However, in our view this is counterbalanced by the group's adequate liquidity buffer, supported by a cash-generative profile along with an expected moderate appetite for acquisitions.
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Related: When Pixel Art, Cyberpunk and Horror Collide [Premiere] Generative Electronic Music Inspires a Series of Digital Matrices Glitch Video Game Nightmares Can Be Beautiful [Music Video]
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Understanding the function of Cloud Index's neural network—called deep convolutional generative adversarial network (DCGAN), described in early 2016 by machine learning researchers—is what interests Bridle.
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This is a natural next step as researchers gain greater control of Generative Adversarial Networks (GANs) and reinforcement learning gets applied in new and more challenging contexts.
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As for why humans enjoy faffing around with AttnGAN and other AI, "[it] has a generative capacity that we as humans just enjoy watching," Valenzuela told me.
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I let the composer compose, but give them a few tools, without getting in their way, to allow the music to play back in a generative way.
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If Toy Story 22 was an example of Disney harnessing generative nostalgia, however, its so-called "live-action" remake of The Lion King was just the opposite.
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Midway through "Song of the Phoenix," Ms. Fort took a solo in the low-middle range that had a kind of generative fury, body and fire united.
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Ackman said Layne's appoinment along with the company's headquarters move from Dallas to Houston will enable Howard Hughes to be more profitable and free-cash-flow-generative.
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"As long as your target is cash generative, you get earnings enhancements, because you're given free money to target a company which is making money," Jarmoszko said.
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" Tony Kushner sings his praises: "I think his work is spectacularly rich and generative of meaning," and the meaning "comes from a deep engagement with the particulars.
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Last year, he came across Generative Adversarial Networks in his research, known as GANs, which can study thousands of images and then produce one of its own.
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How the faces are made In order to generate such images, StyleGAN makes use of a machine-learning method known as a GAN, or generative adversarial network.
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Cobbling together clauses, O'Brien builds his poem like a generative linguist, disregarding the particularities of performed speech in favor of the abstract rules that govern native competency.
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The similarity I perceive between space probes and generative poetry programs is that both venture into inhospitable realms and send back telemetry telling us what they found.
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While this particular lander isn't going to space, Davis hopes to continue working with JPL to find ways to incorporate generative design into the planning for their missions.
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Tableau is a generative album whose sound continues to evolve—reacting to temperature, humidity, atmospheric pressure, and magnetic fields—until its user decides to turns the power off.
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This is similar to other AI creations, like how a data scientist created the Meow Generator by adding thousands of photos of cats into a generative adversarial network.
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His ambient work generally falls into into two categories, albums that soundtrack specific environments (real or imaginary) or pieces composed from generative systems with minimal intervention from musicians.
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Related: Digital Distortion Slices Up Olga Bell's Newest Music Video [Premiere] Virtual Organisms Writhe In Generative Music Video "Tehraj" 10 Unlikely Music Video Directors (Who Are Actually Awesome)
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The generative graphics, which only use shades of blue, black, and white, were designed and coded by Iregular's Daniel Iregui, visualizing music by Toronto-based composer Mitchell Akiyama.
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They were able to train the neural network quickly and efficiently to identify what most would consider superior photographic elements using what's known as a generative adversarial network.
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"The listing of Multichoice Group will create a leading entertainment business on the JSE that is profitable and cash generative," Patel said in e-mail reply to questions.
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"By the end, students will have five projects on their GitHubs, including a final project involving Generative Adversarial Networks on the bleeding edge of the space," said Raval.
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We view Theramex as a stable performer with mature cash generative brands; two proprietary products are projected to contribute incremental growth supporting the assigned IDR of 'B'(EXP).
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Generative music has flourished in the digital age; today's composers use algorithms to create streams of original sound, unleashing their laptops to riff continuously like improvisational jazz musicians.
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On the other hand, a real time, a-life generative digital immersion is far more emotional and compelling that the distorted color reproductions cast large on these walls.
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In short, we are poised for an explosive, generative epoch of massively increased human capability through a Cambrian explosion of possibilities represented by the simple equation: HI+AI.
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The pattern covering the walls consists of vertical bands of silvery, blurry, photographic images of spiky, organic stuff that suggests a background of unconscious but generative mental space.
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With generative design, we set up high-level objectives and constraints and let the computer (or infinitely scalable cloud computation) create design options that best fit their criteria.
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We have assumed a cash flow multiple of 6.0x, given the cash-generative characteristics of the business, and is in line with 'BB-' rated peers in similar businesses.
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Related: Stream 'Natural History Redux,' The Datamoshed Deep Sea Doc From Coral Morphologic Creativity Bytes: A Brief Guide To Datamoshing Virtual Organisms Writhe in Generative Music Video "Tehraj"
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Barrat, a recent high school graduate in West Virginia, made the images by feeding thousands of classical nude paintings scraped from WikiArt into a Generative Adversarial Network (GAN).
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Andrej Karpathy, who is joining from nonprofit research lab OpenAI, has done extensive work in trendy areas in AI such as reinforcement learning and generative adversarial networks (GANs).
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Michael Palmer's trust in the generative power that emerges out of silence for poetry runs counter to a deep strain of pessimism throughout The Laughter of the Sphinx.
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From a webcam photo and your speech, I will analyze your words and transform them into literary / philosophical passages that will be the texture of your generative portrait.
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But new "generative design" means AI-infused software can run zillions of tiny permutations to find the best possible design—one that a human might not come up with.
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I think another really interesting one that's related, it's generative, is it's actually a YC company, it's called Lyrebirde, and what they do is they'll take ... KS: Liar Bird?
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You start by taking a type of algorithm known as a generative adversarial network (GAN) and train it on millions of pairs of low-res and high-res images.
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Self-reflection, generative energy: these are the powers of form that the old-school formalists overlooked when they were obsessing about the "medium specific" features of painting and sculpture.
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Some, like working with smaller data sets, already have some available solutions like generative adversarial networks that can augment existing data sets and that RealityEngines expects to innovate on.
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"This supports the 'software is eating the world' view of things, particularly as machine learning and generative design begins to find its way into a growing number of industries."
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Related: Thurston Moore on the Legacy of Black Metal Gods, Mayhem Black Metal Forever Turns Up The Volume On Generative Music Goth Industrial: Even More Metal in 360 Degrees
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In March, Gold Fields announced it was spending $202.6 million on a partnership with Canadian miner Asanko Gold Inc , part of a strategy of buying cash generative, operative mines.
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As our understanding of biology grows, we will be able to move more of these processes in silicon and design in a similar fashion as in "traditional" generative design.
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There is also an ever-increasing flow of people to the city who feel its spirit and hope to contribute to its comeback in a generative and holistic way.
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"A major goal of mine is to demonstrate that generative media—with procedural narrative, generated text, and synthesized voices—can actually be compelling," Ryan told me in an email.
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Related: Dive into a Rainbow Alien Disco in D∆WN's "Calypso" Music Video The Virtual Art Gallery Levels-Up at UCLA Virtual Organisms Writhe in Generative Music Video"Tehraj"
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The design firm Dialog has brought generative design to more than two dozen projects and they see the value in how AI can help architects swing for the fences.
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"These are both simple, predictable, free cash flow generative businesses," he said, calling them typical Pershing Square investments but cautioning that there is no certainty either will be added.
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While the business is cash generative with good regional market share, Imerys has had declining revenues and Ebitda for around 10 years, a banker away from the deal said.
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The composition and unnatural timing of the shots abstracts the snow, so it's less like watching paint dry and more like watching some sort of monstrous, generative, natural disaster.
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It is soon debunked as a fake, the product of a user-friendly video application that employs generative adversarial network technology to convincingly swap out one face for another.
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"Following the demerger Wesfarmers will have a portfolio of cash-generative businesses with good growth momentum and leading positions in growing markets," Scott told investors on a conference call.
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Researchers from Graphika and DFRLab found 18 images of faces in profile photos used by The BL network that they said had likely been generated using generative adversarial networks.
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" Looking at his wider impact and legacy, Generative Systems artist Sonia Sheridan said, "Nathan Lyons did not just influence individual people, he affected whole systems of action and thought.
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Related: Humans Get 3D-Scanned into N. Lannon's "Another Love" [Music Video] 'The Revenant' Official Music Video Is All-Natural [Premiere] Virtual Organisms Writhe In Generative Music Video "Tehraj"
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"The first self-contained, generative work of AI (artificial intelligence) ever to appear on the market" produces a "never-ending real time stream of original art", said auction house Sotheby's.
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But even if he were to hang up his creative hat tomorrow, there's a lifetime worth of never before heard generative music available in, of all places, the app store.
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Higharc, founded in 2018, brings generative design to the single family home, with the hope of creating an affordable construction-ready home that's more interesting than your typical stock design.
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ADSK is successfully extending its value proposition beyond its traditional design base into building lifecycle management, construction, and generative design, increasing penetration with existing customers and expanding its overall TAM.
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It's usually those activities that are measurable, as well as those that are generative, meaning when those are completed, they move the whole project, team or company toward achieving objectives.
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When the Museum of Spanish Abstract Art of Cuenca, Spain celebrated its 50th Anniversary this year, they enlisted audiovisual artist Boris Divider to create a real-time generative audiovisual experience.
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And we believe in it not just as an idea but as an institution—as something that can be meaningful and generative to people in their day-to-day lives.
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My view has always been to identify how you can create as many possible points of intersection with contemporary art in order to cultivate a unique and generative cultural experience.
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Whether you're making music for public spaces or for No Man's Sky, you seem to be introducing a lot of people who wouldn't seek out generative music to the idea.
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Related: Montreal Is Lit, Thanks to Generative Graphic Projections Immersive Installation Lulls Viewers into the Space Between Reality and Dreams Projection Mapping Transforms A Norwegian Church Into a Digital Canvas
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In their new book "Designing Your Work Life: How to Thrive and Change and Find Happiness at Work," the two career experts pioneer a third "radical" approach: The generative quitter.
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"Instead of engaging in constructive dialogue, the Rockwell board decided to let this unique and value-generative opportunity go unexplored," David Farr, Emerson's chairman and C.E.O., said in a statement.
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Collections built around personal tastes cannot match the long-standing acquisition program of the foreign national gallery, and even the deepest pockets do not always yield generative public engagement programs.
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Her holistic approach to making music is a testament to the generative powers of listening, noticing, improvisation and responding to what is already here rather than seeking to overwrite it.
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"Our approach, combining automated data-mining with subject-matter expert analysis and generative model-building drawn from the physical and mathematical sciences, goes beyond existing approaches to mining such online data."
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Her notes for the piece say that the way the melodies overlap is generative, meaning that rather than program each note, she set up a system that sorta composes by itself.
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Through the brand "BEN," his "all is art" premise is no longer a generative set of non-linear dynamic relations typical of art, but a sealed proclamation ripe for ontological foreclosure.
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The three members of Obvious, a trio of 25-year-old French students, used a type of machine learning algorithm known as a GAN (generative adversarial network) to create the picture.
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"A unionized Ryanair will still be profitable, cash generative and value-creating in our view but will be a markedly different company," HSBC analysts said last week, rating the shares "reduce".
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The crude black-and-white faces on the left are from 2014, published as part of a landmark paper that introduced the AI tool known as the generative adversarial network (GAN).
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Engineers often employ adversarial relationships between machines to improve outcomes — think using generative adversarial networks to generate training data by having a machine generate data looking to fool another "gatekeeper" machine.
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As students in the Université du Québec à Montréal's Immersive Environments and Interactivity Course, the trio created HVBRD, an immersive audiovisual installation that takes users into a rose-colored, generative world.
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Related: Now You Can Make Beats in Virtual Reality Watch Clips from an Audio-Reactive Generative Visual Set This Fish's Movements Control The Sound And Light Of A Live DJ Set
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It can figure out what we like,…Read more ReadAnother interesting tidbit: expert analysis of the profile picture found that it was almost certainly created by a generative adversarial network (GAN).
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We can learn from the internet—its successes and failures—to create a generative and well-managed ecosystem in space as we grow into our responsibility as stewards of the Anthropocosmos.
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As detailed in a paper published to arXiv, the neural net is actually a generative adversarial network (GAN), which is a way of training a machine learning algorithm without human supervision.
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That's the "adversarial" part of "generative adversarial network": The two AIs are "adversaries," with one trying to trick the other and the second one trying to guess when it's being tricked.
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Then, they trained two deep learning algorithms known as Generative Adversarial Networks (GAN) to produce a whole image and to produce a sharper and more realistic face for the amateur subject.
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Using a machine-learning technique called a Generative Adversarial Network (GAN), you only need to combine the source video and imagery into a targeted video to be used for the fake.
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In addition to these larger narratives, each community of weavers and individual artist brings their own cultural consciousness and aesthetics to the work, resulting in a generative, living tradition of storytelling.
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Roy's generative installation, in fact, is so large that he can fit actual musical instruments inside as part of its components, including an electric guitar, a keyboard, and a drum kit.
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However, with the evolution of generative graphics and data capture techniques, contemporary data art artists sometimes go beyond criticism to deliver instantly beautiful works of art that speak for themselves… almost.
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Wolfe seems to suppose that today's generative syntacticians operate under the 19th-century scholar's cultural assumption of natural history, evolution, and development as key to the investigation of any scientific matter.
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Generative Adversarial Networks, or GANs, the technology used to create the portrait, have been used in art since around 2015, including by the artists Mario Klingemann, Anna Ridler and Robbie Barrat.
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But the generative power of the intellectual essay deserted Sontag in midlife and then, desperate to rejuvenate her work, she took (in the opinion of this reviewer) a decidedly wrong turn.
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Shares in energy provider SSE also rose, up 43 percent after JP Morgan upgraded its rating on the company to "overweight" from "underweight", citing a "diversified, defensive, cash-generative business mix".
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" Sharon Corwin, the director and chief curator of the Colby College museum, said Mr. Gates would "be a major part of the creative and intellectual generative energy of the Lunder Institute.
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Known as generative design, it's a technique that allows engineers to come up with computer-generated concepts for a project by inputting a set of constraints that the software must adhere to.
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This type of experience meshes nicely with Brian Eno's pioneering work in generative music, a term Eno himself coined that refers to music that constantly changes according to a set of rules.
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The algorithm behind it is trained on a huge dataset of real images, then uses a type of neural network known as a generative adversarial network (or GAN) to fabricate new examples.
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This technique, known as a generative adversarial networks (GAN), is the purest form of deepfake, conjuring up images that are entirely unique, not just using machine learning to mash existing photos together.
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According to a Facebook spokesperson, this bone trade contravenes platform policy—which bans the "trafficking or sale of non-generative human organs on Instagram, including bones"—and can lead to account suspension.
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Andrej has worked to give computers vision through his work on ImageNet, as well as imagination through the development of generative models, and the ability to navigate the internet with reinforcement learning.
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"Wallpaper will play an important role," she hints, and this feels like a logical progression for an artist whose generative textures already seem to want to propagate far beyond their current borders.
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It seems counterintuitive, but just a glimmer of a female figure can be quite generative for fans, who are then freed to insert their own narratives and analyses that aren't explored onscreen.
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As this is happening, viewers hear the ambient generative sounds synchronize with moving 3D images that are colorful sunbeams one minute, ripples in space-time the next, and various things in between.
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All told, there are 30 videos for Botanica, exploring things like plant roots, psychoactivity, and deforestation, amongst other topics, by way of grids, video footage, graphics, information, generative animation, and other visuals.
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In the process, he's arguably granted generative music a degree of mainstream exposure unprecedented in the work of his forebears—even Eno, who seems to mostly approach it as a theoretical exercise.
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Margery's Book offers perhaps the earliest example of how childbirth and motherhood can become generative in a literary context—even, or perhaps especially, when the writing is not about childbirth and motherhood.
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The performance cycles through different modes and shapes as it responds to different stimuli like the movements of the onlooking crowd, as well as sound and generative sequences input by the artists.
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When we think about call-out culture, I think it has been incredibly generative in evening out the playing field so that you don't have to be Gwyneth Paltrow to be believed.
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As Jonas also pointed out, Tesla could now be a "profitable and cash generative tech company," another way of saying that Tesla has finally figured out how to sustain a viable business.
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Researchers at the Politecnico di Milano university in Italy created a generative adversarial network for the task, which essentially uses two artificially intelligent algorithms working against each other to optimize the overall results.
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"If the action is generative we can do this again, and if we can help folks get back on their feet, [we might] inspire them to fight to end cash bail," Hooks said.
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For example, the application of new quantum technologies for sensor technology, the use of new computer architectures for hybrid high-performance computing, generative algorithms for design automation or photonic integration for medical technologies.
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Until recently, video hoaxes were relatively rare since they are harder to pull off, but this is changing rapidly thanks to the rise of an AI technique called GANs, or generative adversarial networks.
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His efforts paved the way for a new genre called generative music, which largely removes the composer from the process and instead relies on rules-based systems to write music in real time.
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With a generative model, both ideas can be put to the test: Elements in the latent space related to dustiness and star formation rates are changed to see how this affects galaxies' color.
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Advertise on Hyperallergic with Nectar Ads The human form was a popular and generative subject in 2017, after years when it felt like enthusiasm for figurative painting and drawing was muted, at best.
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Scenes from the Icelandic countryside are being soundtracked by a version of the band's new song "Óveður," one that's transforming in real time thanks to the use of "generative music software" called Bronze.
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As usual, Mr. Eno has multiple projects in the works: recordings, lectures, an art gallery show in London and an app that will create what he calls a "truly generative" piece of music.
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The mask itself is a neon yellow-green, while the crown and top of Björk's head are illuminated with blue, plant-like organisms that burst like spores and grow in a generative way.
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Since generative systems rely on rules, it was intuitive that he could apply that process to soundtracks for video games, where the music becomes responsive to the action that is unfolding on screen.
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The others are: Social audio experiences, synthetic/generative audio and music, audio utilities, natural language tools for audio, content discovery and monetization, augmented reality for audio and voice-first applications for smart speakers.
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Like in freeform jazz or soul, Ashanti works across frequency modulation in a way that is both generative and deconstructive, providing a holistic collection of pebble-like percussion in a sliding rhythmic sequence.
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Instead of what she calls "generative grappling" with the unresolved questions of the era, our "common life" is marked by debates between "competing certainties," each with the goal of annihilating the other position.
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The collective kicked off the selection process by inviting five previous biennial awardees to name the first five participating artists, thus launching a generative structure in which further selected artists also become selectors.
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But I don't mind staying for a while in this place of not knowing, because Olise makes the experience of this tension generative: I spend my time weaving together possible solutions and explanations.
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In a 2005 interview, Eno established this distinction between Cage and himself: What Eno is alluding to is "generative music," an approach to composition he's been using for his ambient records since Discreet Music.
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Until recently, video hoaxes were relatively rare since they are harder to pull off than fakes of still images, but this is changing rapidly thanks to the rise of GANs, or generative adversarial networks.
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The new system uses AI in the form of generative neural networks to do the trick, taking data from the signal models and calculating, or predicting, the photorealistic frames for the given target actor.
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A furniture designer could use it as an "intuition pump," he says, feeding a generative network a database of chairs, and then asking it to generate its own variants which the designer could perfect.
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These networks, called generative adversarial networks, or GANs, have been used to create fake faces based on pictures of celebrities; fake audio dialogue that mimics individuals' voices; and a range of other data types.
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Related: Virtual Reality Film Installation Puts a Disassociative Twist on Awkward Family Dinners FIELD's New Generative Film Energy Flow Captures A World In Turmoil A New Magazine for Women Photographers Celebrates the Female Gaze
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Second, if silence is found through listening, then peaceful places online are more generative (like Glitch or Codecademy, or one of my favorites, Twine) and, generally, focused on maintaining small, healthy communities (like Metafilter).
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They pull from datasets like Google images, a large BBC sound effects archive, an archive of text from Project Gutenberg, and a LOGO interpreter that can draw and make sound based on generative grammars.
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In a paper published in December in Astronomy & Astrophysics, Schawinski and his ETH Zurich colleagues Dennis Turp and Ce Zhang used generative modeling to investigate the physical changes that galaxies undergo as they evolve.
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As with many of Eno's recent works, Reflection is actually born from a generative music system—a software, designed by the artist himself, that algorithmically generates music from a library of sounds and rules.
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Called Invisible Cities, the project involves using neural networks, a computer system inspired by the human brain, to translate map tiles into generative satellite images for various cities, including Milan, Venice, and Los Angeles.
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Following the profit warning, Merrion Stockbrokers said it would no longer have a recommendation on INM, whose Group Chief Executive Robert Pitt said on Wednesday that the group remained operationally robust and cash generative.
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" Titles are generative for her, and are sometimes better than the texts they introduce: "And Lead Us Not Into Penn Station," or "For Those of You Who Missed Your Connecting Flights Out of O'Hare.
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FUNIT uses a framework built on generative adversarial networks, or GANs, the same framework that Nvidia has used to generate people who don't exist and train autonomous vehicles on driving conditions that don't exist.
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Painter's generous book is loose and freewheeling, while D'Souza's ice-pick critique is pointed and direct; both volumes are generative, bringing new energy and insight to questions that have long preoccupied the art world.
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While some of this year's Realness fare felt relentlessly inward-gazing — like Karol Tyminski's grating exercise in self-flagellation, "This Is a Musical" — "Minor Matter" tapped into a place of generous and generative rage.
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Crystal keeps only a modest cash cushion (7% of total assets at end-13H17), yet liquidity is reasonable, as its assets are short-term (average loan tenor is 20 months), amortising and cash-generative.
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This works together with a Generative Adversarial Network (GAN), which pits two algorithms against each other — one generating fake images, and the other trying to catch it out by spotting which images are fake.
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This is derived from inflation-linked long-term contracts of the company's mobile towers portfolio and a scalable, cash-generative business model with low capital intensity requirements and demand-driven capex that reduces investment risks.
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"Bringing in a new thing like generative design, it's a disruption and they have to be careful about how they introduce it and give engineers the confidence it's a valid way to proceed," says Davis.
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Though Alexandra often lets the generative artworks stand on their own, she creates other works that pair algorithms with physical media like acrylic paint and ink, blurring the lines between algorithmic, digital, and traditional painting.
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The deal "provides a highly cash-generative business that will add to our cash remittances....and support dividend growth beyond that implied by our existing plan", Zurich Chief Executive Mario Greco said in a statement.
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He points out the generative design experiment isn't over: as staff shift or leave or join AutoDesk, more surveyed data will let the designers adapt to new biases and ideas by creating even more designs.
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Kuyda has continued to add material to the Roman bot — mostly photos, which it will now send you upon request — and recently upgraded the underlying neural network from a "selective" model to a "generative" one.
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This background has no doubt helped in fashioning some mind-blowing vignettes that augment reality into wondrous sci-fi moments, like clouds floating on a human hand and generative 3D organisms rippling in the air.
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We believe that recent technological developments such as GANs (generative adversarial networks), coupled with new powerful computing power like new microprocessing chips and 5G, will change how brands, consumers, and stars/influencers will all interact.
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Some of her best songs haven't conformed to traditional structures: They seem to follow the narrative and phrasing of her words and incantatory melodies, changing keys and figuring out ways to be generative and generous.
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Related: GIF Six-Pack: The Future Dive into a Rainbow Alien Disco in D∆WN's "Calypso" Music Video Virtual Organisms Writhe in Generative Music Video "Tehraj" Squarepusher's New Music Video is a 360º VR Adventure
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Tele2 is focused on turning itself into a cash generative company, growing revenues by improving consumer retention and bundling services together, and then keeping spending flat to allow it to make hefty payouts to shareholders.
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We did a really early test at Glasgow Airport where we were able to measure the sales over a period of time—with our generative music, no music at all, or just normal commercial music.
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The performance featured an orchestra playing Moore's music, while a VR performer, Esther Mugambi, explored 3D generative point-clouds of the sacred sites, which were projected on a screen for the audience to follow live.
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I think the people I speak with, the actual lived expression of their faith, whether you want to call their faith reasonable or unreasonable, are making the world a richer, more caring, more generative place.
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Interactive music videos, sound-reactive installations, generative identities, and real-time documentaries of the creative process are a few of the different approaches we've explored over the last year in collaboration with various music artists.
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The extent to which you can get a read on how healthy it is, how generative it is able to be with what means and creativity it's reflecting on its own mind in some sense.
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Using algorithms and increasingly powerful portable technology, generative music, he argues, will allow listeners to hear music that creates itself anew all day, or night, long, changing according to time, mood, weather or other variables.
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In the new audiovisual project Dark Hearts of Space, however, musician and visual artist Dasha Rush, in collaboration with Stanislov Glazov, explores the voids of black holes, doing so through real-time with generative visuals.
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GE's strategy of selling assets to pay off its outsized debt, for example, is ditching some of its most cash-generative businesses, such as rail and biopharma, said John Inch, analyst at Gordon Haskett Research Advisors.
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So unless Reed, you know, which he won't, does something really nuts, I think it's a question of modulating their spend and coasting in to maturity, at which point they should be enormously cash generative. Okay?
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As with Tibetan Buddhist sand mandalas, the ephemeral nature of Earth art and other site-specific works calls attention to the impermanence of art itself, highlighting the importance of the generative creative process over its result.
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Nostalgia seems to be especially generative these days, in a media landscape where every old movie and TV show can now be easily accessed, mashed up, and rebooted, with the promise of a built-in audience.
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"While we acknowledge that the decelerating top-line performance ... continues to be worrying, Pandora is still a relatively strong cash-generative business which we believe could be turned around should management be replaced," commented Berenberg analysts.
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REIFY's 3D-printed sound sculptures can turn musical data into a material reality, while the Sand Noise Device, which debuted in 2014, allows users to make generative music by moving objects around an augmented reality sandbox.
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By having monitored and documented the entire evolution of a neural network, DarwinAI's Generative Synthesis approach was able to point out the factors and data points that influenced each of the decisions its neural networks made.
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"Edmond de Belamy," whom you see above, such as he is, is one of several members of a fictitious family created by a "generative adversarial network," in turn created by French AI engineers and artists Obvious.
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The deal fits with Gold Fields' strategy of buying cash generative, working mines rather than embarking on costly greenfield explorations but some investors were not convinced, sending the company's shares tumbling as much as six percent.
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Related: The Arab World's 'Sesame Street' Returns for the First Time Since the Gulf War Generative "Magic Carpets" Make Their Final Stop in Morocco Best Of The Rest: Artistic Gas Stations, Cat Heaven, And Scorpion Lollipops
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Related: See The Simpsons Converted Into Computer Code How To Make Interactive And Generative Animations Using WebGL A Creative Coding School Run By Artists Opens In New York Beautifully Simple Code Generates Realistic Terrain With Fractals
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Raw analog video signals become glitchy, ghostly visuals in the generative music video for the debut single "Universal" from Safetalk, a new indie electro pop band featuring two Parisian producers and a Berlin-based British singer.
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Ahmed Elgammal, the director of the Art and Artificial Intelligence Laboratory at Rutgers University, said that the technology used to create the work, Generative Adversarial Networks, or GANs, had been used by artists since around 2015.
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DeepPrivacy uses technology similar to how deepfakes work: The program uses generative adversarial networks (GANs) to swap the original face, comparing it to the millions of others in the researchers' custom-built "Flickr Diverse Faces" dataset.
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The new company is expected to have an investment grade credit profile on completion, which is anticipated in the second half of 2019, and to be highly cash generative, which will allow it to deleverage quickly.
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One such corner is the the delightful #PlotterTwitter community, where artists, programmers, tech enthusiasts, and more share their neatest generative art made using different models of plotter printers, which work by physically moving a pen across paper.
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In a GAN, one of the two neural networks is put to a generative function (like rendering images or trying to solve a problem) while the other is put in an adversarial role, challenging the first's results.
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The real frontier of machine learning is in generative models, which do not simply recognize puppies and kittens, but can generate novel archetypes—animals that never existed, but are every bit as cute as those that did.
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Now the longest-running (and one of very few) independent art spaces in Cuba, Ceballos intended it to show work outside of the official culture, as a generative space to think about, talk about, and show artwork.
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In a workshop called Art x Code, the girls met artists and technologists who taught them about programming, game design, generative graphics, and virtual reality, and in the process, they created a slew of stunning digital worlds.
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"It's basically a third approach, between observation and simulation," says Kevin Schawinski, an astrophysicist and one of generative modeling's most enthusiastic proponents, who worked until recently at the Swiss Federal Institute of Technology in Zurich (ETH Zurich).
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There is a tremendous amount of incredible insight into some of the things we're talking about, like non-zero-sum settings, and the way in which human exchange can be generative in this sort of amazing way.
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In addition to the 360-degree version, the band is also releasing a full HD version of the original Route One broadcast and an iOS app with the same technology used to create Route One's generative soundtrack.
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These centerpiece eminences — in the past they have included Steve Reich and Terry Riley — have undertaken studies of basic and generative ideas about music, phenomena of repeating rhythms, psychoacoustics, polytonality and how sound illuminates space and time.
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But it's surmountable, Mueller-Sim says, pointing to soon-to-be published work on generative adversarial networks (GANs) that, trained on 40–60 images, can detect features of sorghum, grape vines and cannabis flowers in the field.
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After training the generative query network (GQN) on millions of images, it could use one image to determine the identity, position and color of objects as well as shadows and other aspects of perspective, the authors wrote.
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On a September afternoon, Weir hopped on Skype to talk to THUMP about his relationship to generative music as a tool and its impact on his work as a sound designer for spaces both real and virtual.
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" To create the nudes, the website uses Generative Adversarial Networks, an algorithm trained on lots and lots of images—in this case, nudes—in order to produce new, novel versions of what it sees as "nude women.
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Outgoing artistic director Vallejo Gantner and his organization have been in a generative dialogue with Emily Johnson and the Lenape Center for the past year to build acknowledgements of indigenous rights and territories into PS122's programming.
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There can be great generative potential in cataclysmic moments (as in Dada and Surrealism during and after the First World War), or there can be art that fails to hit the right note or simply doesn't land.
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In these trying times, our best strategy is to build, without shame, a Judaism and a Jewish people and a Jewish state that are not only safe and resilient but also generative, humane, joyful and life-affirming.
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At least the exhibition's title, Becoming Soil, generated for me a set of hopeful, creative, and generative thoughts and expectations based on Gilles Deleuze and Félix Guattari's ideas of becoming — becoming molecular, becoming woman, becoming animal, etc.
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The anonymous person behind the app, who reportedly spoke with Vice, said DeepNude was trained on over 10,000 photos of naked women and used the AI technique behind many deepfake videos, known as generative adversarial networks, or GANs.
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So when researchers created new prints by feeding a set of real fingerprints into a generative adversarial network, they only needed to create prints that matched certain portions of other fingerprints—the portions that tend to have commonalities.
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The FTSE-250 company, which conducted a review of its position in the industry, said it believed that a balance between regulated and unregulated markets was still needed as unregulated markets remain high margin and highly cash generative.
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Most of the pieces are have to do with generative programming (harking back to Discreet Music) and/or using light as a medium (he thinks about video "as a source of light, rather than a source of image").
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Ian Goodfellow, a Google Brain research scientist who helped code the first "generative adversarial network" (GAN), which is a neural network capable of learning without human supervision, cautioned that AI could set news consumption back roughly 100 years.
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The installation features 77 individual segments—some fixed to walls, others suspended from the ceiling—that make generative music, each featuring a metal bar, sound activator, sound damper, resonator, and mechatronics (technology that combines electronics and mechanical engineering).
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"We are doubling our production of large civil aircraft engines and substantially growing our nuclear division while at the same time driving a transformation program that will make us a more resilient and cash generative business," he said.
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These undergrads built a Generative Adversarial Net that creates art The Belamy family is the result of this process playing out many times, producing the strange, distorted faces that have a dreamlike, and also nightmarish, quality to them.
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But in a paper on "Partially Generative Neural Networks for Gang Crime Classification" presented in February at the inaugural Artificial Intelligence, Ethics, and Society (AIES) conference, Brantingham and his co-authors propose automating this complex and subjective assessment.
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For that autonomy to happen, Israeli society needed to surprise itself, to stumble into its own generative powers, which happened with the explosion of Tel Aviv culture, or rather counterculture, in the first years of the 21st century.
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As you can see in "Experiments in Electrostatics: Photocopy Art From the Whitney's Collection, 1966–193," the results are simply not as epic or generative as, for instance, those of Picasso and Braque when they were discovering collage.
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She takes a blank-faced rube of a colleague, played by Sissy Spacek, under her wing, and an enigmatic artist (Janice Rule) becomes the third note in the chord, offering a vision of womanhood as generative, even motherly.
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Many of us who wrote about politics on the internet before the rise of social media lament the feeling that something has been lost, that a space that once felt fresh and generative now feels toxic and narrow.
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The researchers combined the typical design of Generative Adversarial Networks (GANs)—computing architecture that very loosely mimics the human brain and "learns" from source images to generate new ones—with tips from the world of AI style transfer.
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Kwok puts these mathematical points to work again in his monumental, 45-minute generative video for Karma Field's full album, New Age | Dark Age (Monstercat), though this time the tessellation is just one of a menagerie of algorithmic visuals.
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And there's his guitar sound again, messy and generative, a bit more laid-back than before, grooving through all kinds of rough, peevish tracks — a strange ballad ("Disney Girls"), a slow shuffle ("Quipster"), folk and funk and art-song.
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Generative audio works differently, using neural networks to learn the statistical properties of the audio source in question, then reproducing those properties directly in any context, modelling how speech changes not just second-by-second, but millisecond-by-millisecond.
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As an artist, he had the privilege of interpreting Still's statements—such as "Black is never a color of death and terror for me" and "I think of black as generative and warm"—in the way he wanted to.
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Related: This Performer Turns Musical Dreams into 3D Worlds Now You Can Make Beats in Virtual Reality Watch Clips from an Audio-Reactive Generative Visual Set This Fish's Movements Control The Sound And Light Of A Live DJ Set
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I did briefly consider it after being there only for a week, then thought about missing the generative friction of New York, the force and fervor of New York life (that is often also wearying and at times repulsive).
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Both experts agreed that the majority of the dozen or so images they reviewed, including the image used on the "Jessica" account, showed evidence of having been generated using AI — specifically through a method known as generative adversarial networks.
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Not only does the software apply the principles of generative design to a workspace, using algorithms to determine all possible paths to your #officegoals, but it was also the architect (so to speak) behind the firm's newly opened space in Toronto.
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After that, they used these labeled photos to train a bunch of ingredient-specific generative adversarial networks, or GANs, which consist of two neural networks competing with each other to come up with something new based on the data set.
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Graphics card and electronics manufacturer Nvidia released a paper on Friday showing off a new method of generating unique faces via a generative adversarial network (GAN), a class of algorithm where researchers pair two competing neural networks against each other.
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Even if generative AIs get so good at dreaming up content that they could substitute a significant chunk of humanity's sweating toil, they'd still never possess the biological eyeballs required to blink forth the ad dollars the tech giants depend on.
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Carr and Zukowski published an abstract about their work in 2017, explaining that "most style-specific generative music experiments have explored artists commonly found in harmony textbooks," meaning mostly classical music, and have largely ignored smaller genres like black metal.
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The "deep networks" referred to by Liu are generative neural networks, a type of computing architecture loosely based on the human brain that "learns" to produce new things after being tuned to recognize patterns in a large amount of input data.
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While benefiting from wider product diversification and a cash generative "cash and carry" format, its business model is still challenged and it was one of the last food retail groups to begin a transformation process in line with changing customer requirements.
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Despite expected lackluster revenue performance, Fitch believes that mainframe technology will remain viable over the long-term due to its security, availability and through-put advantages for mission critical applications, thus providing CA with an ongoing highly cash generative business.
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But many of these are still new worlds, and like all early human civilizations in the real world, and in times of advancement or change, we will need ways of understanding and interacting with these worlds in meaningful and generative ways.
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The approach draws on two networks, one known as a generative network and the other known as a discriminative network, and can be used to come up with unusual and creative outputs in the form of audio, video and text.
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"The artists defy a Western notion that time must remove relentlessly forward just as they resist any stereotype that time stands still in Africa, and offer alternative and generative senses of temporality as experienced by and through the body," notes Roberts.
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In many ways, The Recovering is both a history of writers and alcoholism and an argument with the "romance of the white logic": the idea that alcoholism, and the torment it presumably assuages, is "generative," that it fuels creative genius.
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Like the porn, it was amazingly generative, so that most works of Dada and Surrealism bear the marks of mid-Victorian Englishness, descending from Lewis Carroll and Edward Lear, as much as modern erotica takes on those nineteenth-century disguises.
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Obviously, if you're in a space where you're going to hear music for a long time, either you need a lot of music, or you're going to need a system to cope with that, so we took a generative approach.
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Related: Yeasayer Puts the Art in "Art Rock" with David Altmejd Yeasayer, Casey Reas, And Aranda\Lasch Create A Generative Tour Environment First Look: Yeasayer's Prismatic New Tour Environment Designed By Casey Reas Surreal Taxidermy Gets Suspended in a Plexiglass Labyrinth
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It's unsurprising that a microcosm containing different types of people with little to do but reflect and cathect provided fiction writers with a generative setting, one which everyone from George Eliot to Henry James to Guy de Maupassant took advantage of.
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By combining insights from generative probabilistic models and neuroscience — co-founder George authored 22 patents and several influential papers on the mathematics of brain circuits — computers will be able to learn from less data and recognize stimuli or concepts more easily.
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"AWS DeepComposer is a 32-key, 2-octave keyboard designed for developers to get hands on with Generative AI, with either pretrained models or your own," AWS' Julien Simon wrote in a blog post introducing the company's latest machine learning hardware.
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Across the gallery, Chavez and Vigil brilliantly contextualize the caretaking of acequias (irrigation ditches emblematic of collective life in northern New Mexico) as a rite of passage, in which annual community cleanings create a generative, performative space of knowledge sharing.
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Pix2pix uses generative adversarial networks (GANs), which work by training an algorithm on a huge dataset of images — in the case of DeepNude, more than 10,000 nude photos of women, the programmer said — and then trying to improve against itself.
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Pix2pix uses generative adversarial networks (GANs), which work by training an algorithm on a huge dataset of images—in the case of DeepNude, more than 10,000 nude photos of women, the programmer said—and then trying to improve against itself.
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To grasp the range of issues that come into play with the movement of people of the African Diaspora — away from the continent, around the world, and back again — the notion of a refraction is a generative place to begin.
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By jumping into the wacky pataphysical tradition of drawn Rube Goldberg machines, the comic, exceedingly complex devices that perform simple tasks in very indirect and convoluted ways, it nicely picks up the generative automatism at the heart of this biennal.
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After gathering the tracking data, the system fed the information into d3 software to sequence generative content—in this case, ten Clay Paky Alpha Profile 1200 lights that look as if they are manipulating the dancer with various movements and patterns.
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And because it's very easy to kind of curate data sets off of — and basically build metadata assets off of — Reddit and basically train these large machine learning models that can be used as generative models for both propaganda or for hate speech.
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Kalman is not using the void of her womb to create a child to nurture; rather, she has created a formula for seeing herself not as a collection of empty spaces, but as a generative force capable of nourishing herself through this exploration.
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Wanda is also an important client of onshore banks due to the business opportunities it brings as its operation is highly cash generative and its assets span a large part of the country with especially strong influence in the lower-tier cities.
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See, for example, video games with generative elements like No Man's Sky, which created unique planets for each player to explore; and Middle-earth: Shadow of War, which made enemies with elaborate histories that fascinated players as much as the game's story.
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Alfa's business is split between the United States and Europe and it said funds from its highly cash-generative business would cover potential growth plans, which include growing its newly launched cloud-based service and rolling out upgrades for its existing platform.
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In the long term, Magenta wants to advance the state of machine-generated art and build a community of artists around it — but in the short term, that means building generative systems that plug in to the tools artists are already working with.
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We gave both sets of video files to the technology start-up, and it took them just a few hours to map the French mouth movements and use generative AI to recreate the whole lower portion of our English-speaking colleague's face.
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Our previous conversations about the meaning of "home," art criticism in the region, and learning to listen to a place have been extremely generative to me, so I was delighted by the opportunity to more formally discuss these and other issues with him.
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Advertise on Hyperallergic with Nectar Ads When its doors opened in 1966, The Poetry Project was intended to inspire cross-generational conversations between writers in a space that felt safe and artistically generative during a time of social and political unrest and intolerance.
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For some, Fantastic Vocab might be a just generative curiosity, but like Finnegan's Wake, which was stuffed (or over-stuffed) with puns and portmanteaus, it can tell us about the malleability of words, particularly when it comes to the incredibly absorbent English language.
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Fittingly, its lead single, "Dummy Track," was produced with two other artists—Richmond's Chino Amobi and Copenhagen's Why Be—and conveys a strong sense of communal generative power with its conversational arrangement of harmonics-rich percussion, aggressively loping bass, and insistent demonic laugh.
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Related: Creators Remix Roundup: Passion Pit, Emily Kai Bock, Diplo, And Yeasayer Yeasayer, Casey Reas, And Aranda\Lasch Create A Generative Tour Environment First Look: Yeasayer's Prismatic New Tour Environment Designed By Casey Reas Surreal Taxidermy Gets Suspended in a Plexiglass Labyrinth
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I think that Reddit is slowly evolving into a canon for a company for machine learning and NLP [natural language processing] systems, like the state-of-the-art generative model that OpenAI basically trained was trained using a dataset that was seeded off of Reddit.
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Mixing the opportunities presented by conversational AI, generative adversarial networks, photorealistic graphics, and creative development of fictional characters, "virtual beings" envisions a near-future where characters (with personalities) that look and/or sound exactly like humans are part of our day-to-day interactions.
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With a title composed of emergency medical services terminology, "EMT (FIRST RESPONSE)" sees the artists evoking a rich, generative ambiance of tense dread, pairing skeletal trap percussion with an ambulance siren, a smattering of clanging foley effects, and gothic, trancey flutters of synth arpeggiation.
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With a new, DIY quadraphonic modular synthesizer for his sci-fi audiovisual duo MSHR, an upcoming solo generative music hardware installation, a fresh series for Electronic Objects, and a solo virtual sculpture show on the horizon, Portland-based multimedia artist Birch Cooper is keeping busy.
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One such approach, known as generative modeling, can help identify the most plausible theory among competing explanations for observational data, based solely on the data, and, importantly, without any preprogrammed knowledge of what physical processes might be at work in the system under study.
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Wolinski: What I would say as well is that this is as advanced as anything I've ever seen in terms of generative music, but at the same time it feels really exciting to be at the start of something that has so much untapped potential.
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Together we will leverage the best of emerging technology trends like machine learning, generative design, the internet of things, and robotics to bring about this future more quickly than any of us ever imagined, creating new jobs and a whole new future of work.
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The track itself is pretty special too, twinkling bell tones—not unlike the glittering sounds Eno's played with in his generative pieces over the last few years—adorn a glacially unfurling guitar drone that feels as lushly snowblind as any of Shields' best work.
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The pieces in the Spectra series, each in a different way, create an audiovisual immersive experience by connecting physical and digital elements: motor-controlled kinetic objects, reflective materials, light, projections and reflections, generative software systems, data inputs, and sound tracks composed in real-time.
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The ornamental "We Know Very Little" likewise demanded my aesthetic contemplation of emergence, suggesting a vegetal generative force-field of reverberations that resonate like a web of interconnected intensities, something that resonates with my interest in Classical Greek poetry, where things often become other things.
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"I believe ARiM, and other artworks that position parenthood as a normal, generative and creative ambition for an artist are essential to counteract the persistent and sexist narrative that asks women to give up motherhood for art, or art for motherhood," Clayton tells Creators.
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You probably know this if you've studied it at all (or ever had to translate anything), but if you didn't, a visit to Hyperbible, a Bible-remixing web app that uses generative writing to explore the nuances of interpretation, can teach you that lesson quickly.
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These generative and derivative modes of nostalgia seem to be warring inside inside Frozen 2, which is pleasing and enjoyable even if it's clearly designed to function as an ATM for Disney, with Frozen's previously established fanbase acting as the bank account behind the screen.
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So when I say I couldn't put "Foundryside" down, what I mean is this: I felt fully, utterly engaged by the ideas, actually in love with the core characters for their differences and the immensely generative friction between them, and in awe of Bennett's craft.
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It consists of just one track lasting 56 minutes that is composed in the generative style—also used, for example, on the soundtrack for the video game No Man's Sky—where a computer is programmed to compose music based on a set of predetermined rules.
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For Eno, ambient is free atmosphere: It's the creation of a mood and generative potentials without solutions (which still remains his trademark, as evidenced in the iOS app specifically designed for his last album, Reflection, which allows unlimited listening, always different, of the same album).
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Picard has high leverage (Fitch projects Picard's FFO adjusted net leverage to be still at 6.6x at FYE19, albeit down from 7.2x at FYE7503), but Fitch believes the group has several refinancing options available, supported by its strong business model and cash-generative profile.
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Next, new approaches like GANs (Generative Adversarial Networks), unsupervised learning and synthetic ground truth offer the potential to substantially reduce both the amount of training data required to develop high-quality computer vision models, as well as the time and effort required to collect the data.
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Both artists see moving out of the art institutions where they have shown — often as the lone Somali American — into a communal space supported by their mosque as generative both for themselves and as a way to bring more Somali Americans into dialogue with contemporary art.
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Using a generative adversarial network (GAN) algorithm trained on thousands of the artist's own floral photographs (themselves forming a separate installation, "Myriad (Tulips)"), what emerges is a hypnotic grid of artificial, mostly pink and white false blooms mutating as bitcoin markets rise and fall, occasionally reaching stasis.
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Since all of the visuals are culled from Braatz's personal materials and some of these are silent, audio from Blue Velvet is often paired with the photographer's images, both still and moving– but the sounds and images are not always combined in generative or effective ways.
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In them, what she's up to is not conventional art history, but rather an exercise in recognizing certain dots (some big and others smaller and more subtle) on the time-map of art's generative ideas and then connecting them — at times more purposefully and, sometimes, not.
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While it is acknowledged that the company can justifiably take such high leverage, given it is highly cash generative, delevers quickly, is backed with a large equity cheque and is in a strong sector, some banks have been prevented from doing it from a regulatory standpoint.
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I made those pictures in this very generative way, in which I'll use the camera almost as a sketchbook, and making photographs of these men lifting these cloths, almost in a way that they are offering them up to a higher spirit or a higher being.
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He also points to remarkable progress in the area known as generative adversarial networks, or GANs, which are a type of machine learning method that uses a pair of AIs and mounds of data to try and accurately replicate patterns until the fakes are indistinguishable from the originals.
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The concept isn't new: Facebook published a paper co-authored by its head of AI research Yann LeCunn and AI engineer Soumith Chintala last June, in which they describe using generative adversarial networks (GANs) to eventually enable unsupervised learning, aka machine learning that takes place without any human involvement.
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As well as displaying text instructions to get sessions started, the screen of the Sway app is given over to soothing visuals — consisting of a generative soundscape of undulating hills in pastel-toned gradient colors that morph and change form and color while you move back and forth.
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"Online sales continue to grow strongly, albeit against a weak comparative, whilst from an investment perspective the cash generative nature of the business has allowed a supportive share buyback programme and a dividend yield of 3.9 percent, which is attractive in the current interest rate environment," he said.
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REB's 25-largest corporate exposures (equal to 1.3x Fitch Core Capital (FCC)) were mostly of limited risk because these are either (i) working-capital loans to cash- generative clients with long operational track records; or (ii) low-risk loans to government-related companies (about 20% of gross loans).
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Two undergraduates at Williams College taught themselves introductory machine learning and read about 50 papers on the now almost mainstream Generative Adversarial Network (GAN) before embarking on a project with a professor to build one that could generate art — and within a year they had basically done it.
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"Random numbers and asemic writing are two things I'm super interested in, and this is a marriage of both of my interests," Bone says, and Sommer sees it more as a way to find like-minded individuals and push the field of generative art a little bit further.
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The music is programmed, not performed but "generative," in Mr. Eno's preferred term; the 54 unbroken minutes of "Reflection" were just one potential selection from what its algorithms produced, and "Reflection" is also available as an app for Apple devices that will generate other versions of the work.
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"In many places in the U.S., English and Spanish are in bed with each other, a contact that is both generative and exciting," said Junot Díaz, the writer who masterfully explores the immigrant experience in the United States, largely through the travails of his Spanglish-speaking Dominican protagonist, Yunior.
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Amazon Web Services debuted a keyboard called DeepComposer this week, claiming it's "the world's first musical keyboard powered by generative AI." It has 32 keys, costs $99, and connects to a software interface that uses machine learning and cloud computing to generate music based on what you play.
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The company has a highly cash-flow generative business model with a utilization rate of approximately 100% as of March 31, 2017 and Fitch expects that lease revenue yields will be in the 11% to 12% range over the next several years, indicating strong profitability prospects from contractual leases.
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