__init__() # Downsampling self.down1 = UNetBlock(3, 64 ... For diffusion models, we can compute the negative log-likelihood of held-out data. This provides a direct measure of how well the model fits ...

It is the computational processing of images that reveals the finest details of a sample placed under all kinds of different ...

Probabilistic diffusion models have become essential for generating complex data structures such as images & videos. These models transform random noise into structured data, achieving high realism ...

Banks of computer screens stacked two and three high line the walls. The screens are covered with numbers and graphs that are ...

It is the computational processing of images that reveals the finest details of a sample placed under all kinds of different light microscopes. Even though this processing has come a long way, there ...

As previously announced, Stability AI has today released the new 'Stable Diffusion 3.5 Medium' model. The model is available on HuggingFace and is said to have a slightly adapted architecture compared ...

Generative diffusion models have revolutionized image and video generation, becoming the foundation of state-of-the-art generation software. While these models excel at handling complex ...

In 3D modeling, designers often use an existing 3D model as a reference to create new ones. This practice has inspired the development of Phidias, a novel generative model that uses diffusion for ...

Tesla are designed to offer a feeling of luxury, even in its cheapest models. For Model 3 and Model Y owners, it means an upscale driving atmosphere that doesn't have a six-figure price tag.

If AI systems can do their own AI research, they can come up with superior AI architectures and methods. Via a simple ...