#Denoising-diffusion
Showing 12 of 12 repositories tagged #denoising-diffusion, ranked by stars
Audio generation using diffusion models, in PyTorch.
Implementation of Alphafold 3 from Google Deepmind in Pytorch
Using Diffusion Models to Segment/Reconstruct Organs from Medical Images [AAAI Most influential Paper]
Implementation of Bit Diffusion, Hinton's group's attempt at discrete denoising diffusion, in Pytorch
Implementation of Lumiere, SOTA text-to-video generation from Google Deepmind, in Pytorch
Implementation of MedSegDiff in Pytorch - SOTA medical segmentation using DDPM and filtering of features in fourier space
Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in Pytorch
Implementation of Chroma, generative models of protein using DDPM and GNNs, in Pytorch
Implementation of the DDPM + IPA (invariant point attention) for protein generation, as outlined in the paper "Protein Structure and Sequence Generation with Equivariant Denoising Diffusion Probabilistic Models"
Implementation of the video diffusion model and training scheme presented in the paper, Flexible Diffusion Modeling of Long Videos, in Pytorch
Implementation of Denoising Diffusion for protein design, but using the new Equiformer (successor to SE3 Transformers) with some additional improvements
Implementation of Nvidia's NeuralPlexer, for end-to-end differentiable design of functional small-molecules and ligand-binding proteins, in Pytorch