[CVPR 2025 Oral] Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models

HunyuanImage-3.0: A Powerful Native Multimodal Model for Image Generation

[ICLR'25 Oral] Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think

[ICCV 2025] Official implementation of the paper: REPA-E: Unlocking VAE for End-to-End Tuning of Latent Diffusion Transformers

哲学

[CVPR 2026 Best Paper Finalist] Pixel Diffusion Transformers for Image Generation

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

[CVPR 2025] Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models

Differentiable color conversion functions for pytorch

Implementation of rectified flow and some of its followup research / improvements in Pytorch

A Deep Learning based Vapoursynth filter for colorizing and restoring old images and video, based on DeOldify, DDColor, ColorMNet/CMNET2 and DeepRemaster.

Reference-based video colorization with permanent memory

[ICCV 2023] DDColor: Towards Photo-Realistic Image Colorization via Dual Decoders

Bringing Old Films Back to Life (CVPR 2022)

C# implementation of Jason Antic's DeOldify

A Deep Learning based project for colorizing and restoring old images (and video!)

The codebase of our paper "Improving the Training of Rectified Flows", NeurIPS 2024

Official inference repo for FLUX.1 models

[🚀ICML 2025] "Taming Rectified Flow for Inversion and Editing" Using FLUX and HunyuanVideo for image and video editing!

IR-Flow: Bridging Discriminative and Generative Image Restoration via Rectified Flow

Consistency Distilled Diff VAE

PiD: Fast and High-Resolution Latent Decoding with Pixel Diffusion

LucidFlux: Caption-Free Photo-Realistic Image Restoration via a Large-Scale Diffusion Transformer, ICLR 2026

Fast Diffusion Models with Transformers

Official PyTorch Implementation of "Scalable Diffusion Models with Transformers"

PyTorch implementation of One-step Diffusion with Distribution Matching Distillation

⚡ InstaFlow! One-Step Stable Diffusion with Rectified Flow (ICLR 2024)

Official Implementation of Rectified Flow (ICLR2023 Spotlight)