Diffusion models excel at generating high-quality images and are easy to scale, making them highly popular among active users. Meanwhile, diffusion-based text-to-image models have demonstrated ...

Researchers at New York University have developed a new architecture for diffusion models that improves the semantic representation of the images they generate. “Diffusion Transformer with ...

One of the more powerful – and visually stunning – advances in generative AI has been the development of Stable Diffusion models. These models are used for image generation, image denoising, ...

Figure | Schematics of inverse design methods. a, Optimization-based inverse design methods usually model only the forward prediction process and execute iterative optimization algorithms to obtain an ...

NVIDIA's research team has announced ' PiD (Pixel Diffusion Decoder),' a technology that directly converts vector latent representations into high-resolution images. PiD aims to replace the ...