PyTorch implementation of MAR+DiffLoss https://arxiv.org/abs/2406.11838

text and image to video generation: CogVideoX (2024) and CogVideo (ICLR 2023)

Codebase for HiP

Official PyTorch implementation of Video Probabilistic Diffusion Models in Projected Latent Space (CVPR 2023).

Machine Learning Engineering Open Book

Multiscale de-noising score matching

Train high-quality text-to-image diffusion models in a data & compute efficient manner

Official inference repo for FLUX.1 models

Official implementation for "Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model" (NeurIPS 2024)

[ECCV 2024] MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model.

2021年最新总结，推荐工程师合适读本，计算机科学，软件技术，创业，思想类，数学类，人物传记书籍

Open-Sora: Democratizing Efficient Video Production for All

[GPT beats diffusion🔥] [scaling laws in visual generation📈] Official impl. of "Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction". An *ultra-simple, user-friendly …

Minimal Implementation of a D3PM in pytorch

PyTorch implementation of the paper "Entropy-MCMC: Sampling from Flat Basins with Ease" (ICLR 2024)

[ICML 2024] Self-Infilling Code Generation

The repository contains code for the project "Explain the uncertain: Stochastic Shapley Values for Gaussian Process Models"

Code for paper "Compositional Sculpting of Iterative Generative Processes"

A simple implimentation of Bayesian Flow Networks (BFN)

Official pytorch repository for "Diffusion Posterior Sampling for General Noisy Inverse Problems"

TorchCFM: a Conditional Flow Matching library

Official repo for Discriminator Guidance.

Sampling with gradient-based Markov Chain Monte Carlo approaches

Official Repo for NeurIPS 2022 Paper: Optimal Scaling for Locally Balanced Proposals in Discrete Spaces

DISCS: The code base for the Benchmark for Discrete Sampling

Sequential Monte Carlo in python