Generative Modeling
Transformers Take Over: Transformers Applied to Vision, Language, Video, and More
In 2021, transformers were harnessed to discover drugs, recognize speech, and paint pictures — and much more.
Generative Modeling
Multimodal AI Takes Off: Multimodal Models, such as CLIP and DALL·E, are taking over AI.
While models like GPT-3 and EfficientNet, which work on text and images respectively, are responsible for some of deep learning’s highest-profile successes, approaches that find relationships between text and images made impressive
Generative Modeling
Artistry Is Obsolete: Is AI Making Human Artists Obsolete?
Is human creativity being replaced by the synthetic equivalent? The fear: AI is cranking out increasingly sophisticated visual, musical, and literary works. AI-generated media will flood the market, squeezing out human artists and depriving the world of their creativity.
Generative Modeling
Artistry Is Obsolete: Is AI Making Human Artists Obsolete?
Is human creativity being replaced by the synthetic equivalent? The fear: AI is cranking out increasingly sophisticated visual, musical, and literary works. AI-generated media will flood the market, squeezing out human artists and depriving the world of their creativity.
Generative Modeling
Roll Over, Beethoven: AI Completes Beethoven's 10th Symphony
Ludwig van Beethoven died before he completed what would have been his tenth and final symphony. A team of computer scientists and music scholars approximated the music that might have been.
Generative Modeling
Roll Over, Beethoven: AI Completes Beethoven's 10th Symphony
Ludwig van Beethoven died before he completed what would have been his tenth and final symphony. A team of computer scientists and music scholars approximated the music that might have been.
Generative Modeling
AI With a Sense of Style: Style Transfer Method Produces Consistent Output in Successive Video Frames
The process known as image-to-image style transfer — mapping, say, the character of a painting’s brushstrokes onto a photo — can render inconsistent results. When they apply the styles of different artists to the same target
Generative Modeling
AI With a Sense of Style: Style Transfer Method Produces Consistent Output in Successive Video Frames
The process known as image-to-image style transfer — mapping, say, the character of a painting’s brushstrokes onto a photo — can render inconsistent results. When they apply the styles of different artists to the same target
Generative Modeling
Invented By AI: South Africa awards a patent to an AI inventor.
An algorithm received a patent for its invention. What’s new: South Africa’s intellectual property office issued a patent that names an AI system as the inventor of a food container.
Generative Modeling
Solve RL With This One Weird Trick: How to get better performance from reinforcement learning.
The previous state-of-the-art model for playing vintage Atari games took advantage of a number of advances in reinforcement learning (RL). The new champion is a basic RL architecture plus a trick borrowed from image generation.
Generative Modeling
Invented By AI: South Africa awards a patent to an AI inventor.
An algorithm received a patent for its invention. What’s new: South Africa’s intellectual property office issued a patent that names an AI system as the inventor of a food container.
Generative Modeling
Solve RL With This One Weird Trick: How to get better performance from reinforcement learning.
The previous state-of-the-art model for playing vintage Atari games took advantage of a number of advances in reinforcement learning (RL). The new champion is a basic RL architecture plus a trick borrowed from image generation.
Generative Modeling
Transformers Are Smarter Than You Think: Language transformers can do math, vision, and logic.
The transformer architecture has shown an uncanny ability to model not only language but also images and proteins. New research found that it can apply what it learns from the first domain to the others.
Generative Modeling
Transformers Are Smarter Than You Think: Language transformers can do math, vision, and logic.
The transformer architecture has shown an uncanny ability to model not only language but also images and proteins. New research found that it can apply what it learns from the first domain to the others.
Generative Modeling
One Network, Many Scenes: Combining NeRF with VAE to generate 3D scenes
To reconstruct the 3D world behind a set of 2D images, machine learning systems usually require a dedicated neural network for each scene. New research enables a single trained network to generate 3D reconstructions of multiple scenes.
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