Popular GitHub Repositories for Denoising Diffusion

Audio generation using diffusion models, in PyTorch.

Medical Image Segmentation with Diffusion Model

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

? PyTorch Implementation of "Progressive Distillation for Fast Sampling of Diffusion Models(v-diffusion)"

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

Trainer for audio-diffusion-pytorch

Implement a MNIST(also minimal) version of denoising diffusion probabilistic model from scratch.The model only has 4.55MB.

Implementation of Diffusion Policy, Toyota Research's supposed breakthrough in leveraging DDPMs for learning policies for real-world Robotics

Implementation of a multimodal diffusion transformer in Pytorch

Unofficial Implementation of "Denoising Diffusion Probabilistic Models" in PyTorch(Lightning)

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"

[CIKM'2024] "RecDiff: Diffusion Model for Social Recommendation"

[ICCV 2023] Official PyTorch implementation of the paper "DiffTAD: Temporal Action Detection with Proposal Denoising Diffusion"

Implementation of diffusion models in pytorch for custom training.

PyTorch implementation for DDPM & DDIM

Simple diffusion implementation for binary-valued data using a Bernoulli distribution instead of a Gaussian.

An implementation of 'simple diffusion: End-to-end diffusion for high resolution images' as published by Hoogeboom et al.