XiaXin's starred repositories
StoryDiffusion
Accepted as [NeurIPS 2024] Spotlight Presentation Paper
HunyuanDiT
Hunyuan-DiT : A Powerful Multi-Resolution Diffusion Transformer with Fine-Grained Chinese Understanding
improved-diffusion
Release for Improved Denoising Diffusion Probabilistic Models
k-diffusion
Karras et al. (2022) diffusion models for PyTorch
Lumina-T2X
Lumina-T2X is a unified framework for Text to Any Modality Generation
unidiffuser
Code and models for the paper "One Transformer Fits All Distributions in Multi-Modal Diffusion"
conditional-flow-matching
TorchCFM: a Conditional Flow Matching library
rotary-embedding-torch
Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch
ComfyUI-AutomaticCFG
If your image was a pizza and the CFG the temperature of your oven: this is a thermostat that ensures it is always cooked like you want. Also adds a 30% speed increase. For ComfyUI / StableDiffusion
awesome-flow-matching
A summary of related works about flow matching, stochastic interpolants
Min-SNR-Diffusion-Training
[ICCV 2023] Efficient Diffusion Training via Min-SNR Weighting Strategy
awesome-optimal-transport
A list of awesome papers and cool resources on optimal transport and its applications in general! As you will notice, this list is currently mostly focused on optimal transport for machine learning topics.
diffusion-fast
Faster generation with text-to-image diffusion models.
Analytic-DPM
Code for the paper Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models (ICLR 2022 Outstanding Paper Award)
Frequency_Aug_VAE_MoESR
Latent-based SR using MoE and frequency augmented VAE decoder
fm-boosting
FMBoost: Boosting Latent Diffusion with Flow Matching (ECCV 2024 Oral)
DPM-Solver-v3
Official code for "DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics" (NeurIPS 2023)
Diffusion-Generative-Flow-Samplers
PyTorch implementation for our ICLR 2024 paper "Diffusion Generative Flow Samplers: Improving learning signals through partial trajectory optimization"