denoising-diffusion 开源项目推荐（70 个）

archinetai /audio-diffusion-pytorch

Audio generation using diffusion models, in PyTorch.

lucidrains /alphafold3-pytorch

Google Deepmind 的 Alphafold 3 的 Pytorch 实现

ImprintLab /MedSegDiff

使用扩散模型从医学图像中分割/重建器官[AAAI最有影响力的论文]

rosinality /denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Models in PyTorch

lucidrains /bit-diffusion

Implementation of Bit Diffusion, Hinton's group's attempt at discrete denoising diffusion, in Pytorch

Zhaozixiang1228 /MMIF-DDFM

[ICCV 2023 Oral] Official implementation for "DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion."

lucidrains /lumiere-pytorch

Implementation of Lumiere, SOTA text-to-video generation from Google Deepmind, in Pytorch

Hramchenko /diffusion_distiller

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

lucidrains /med-seg-diff-pytorch

Implementation of MedSegDiff in Pytorch - SOTA medical segmentation using DDPM and filtering of features in fourier space

tqch /ddpm-torch

Unofficial PyTorch Implementation of Denoising Diffusion Probabilistic Models (DDPM)

lucidrains /recurrent-interface-network-pytorch

Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in Pytorch

lucidrains /chroma-pytorch

Implementation of Chroma, generative models of protein using DDPM and GNNs, in Pytorch

bot66 /MNISTDiffusion

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

lucidrains /diffusion-policy

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

archinetai /audio-diffusion-pytorch-trainer

Trainer for audio-diffusion-pytorch

lucidrains /multimodal-dit-pytorch

Implementation of a multimodal diffusion transformer in Pytorch

hmdolatabadi /denoising_diffusion

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

lucidrains /ddpm-ipa-protein-generation

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"

HKUDS /RecDiff

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

lucidrains /flexible-diffusion-modeling-videos-pytorch

Implementation of the video diffusion model and training scheme presented in the paper, Flexible Diffusion Modeling of Long Videos, in Pytorch