Popular GitHub Repositories for Score Matching

A collection of resources and papers on Diffusion Models

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

Official code for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)

PyTorch implementation for SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

Implementation of GeoDiff: a Geometric Diffusion Model for Molecular Conformation Generation (ICLR 2022).

Official code for "Maximum Likelihood Training of Score-Based Diffusion Models", NeurIPS 2021 (spotlight)

Official implementation of "Learning to Generate Realistic LiDAR Point Clouds" (ECCV 2022)

Official implementation of pre-training via denoising for TorchMD-NET

[AAAI 2023] The implementation for the paper "Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs"

? Energy-Based Modeling library for PyTorch, offering tools for sampling, inference, and learning in complex distributions.

A collection of interesting papers on Diffusion Models

Supporting code for the NeurIPS 2024 paper 'Diffusion Twigs with Loop Guidance for Conditional Graph Generation'.

Generative AI: From Start to Surrender – A Practical Guide to Mastering and Struggling with AI Models