Jinwei Gu's repositories
AniPortrait
AniPortrait: Audio-Driven Synthesis of Photorealistic Portrait Animation
consistency_models
A mini-library for training consistency models.
ControlNet
Let us control diffusion models!
DDNM
[ICLR 2023 Oral] Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model
deit
Official DeiT repository
depth-diff-gaussian-rasterization
An extension to official diff-gaussian-rasterization with forward and backward depth pass
diffusion-playground
A playground for experimenting with diffusion models 🌀
gaussian-splatting
Original reference implementation of "3D Gaussian Splatting for Real-Time Radiance Field Rendering"
gaussian-splatting-cuda
3D Gaussian Splatting, reimagined: Unleashing unmatched speed with C++ and CUDA from the ground up!
jwgu.github.io
homepage
magvit
Official JAX implementation of MAGVIT: Masked Generative Video Transformer
magvit2-pytorch
Implementation of MagViT2 Tokenizer in Pytorch
mamba-tiny
Simple, minimal implementation of the Mamba SSM in one pytorch file. More efficient than using for loops, but probably less efficient than using associative scans
mamba.py
A simple and efficient Mamba implementation in PyTorch and MLX.
MiniGemini
Official implementation for Mini-Gemini
MiniGPT-4
Open-sourced codes for MiniGPT-4 and MiniGPT-v2 (https://minigpt-4.github.io, https://minigpt-v2.github.io/)
minisora
MiniSora: A community aims to explore the implementation path and future development direction of Sora.
Open-Sora
Open-Sora: Democratizing Efficient Video Production for All
OpenDMD
Open source implementation and models of One-step Diffusion with Distribution Matching Distillation
PatchFusion
An End-to-End Tile-Based Framework for High-Resolution Monocular Metric Depth Estimation
PixArt-sigma
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation
PSLD
Posterior Sampling using Latent Diffusion
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
RayDiffusion
Code for "Cameras as Rays"
Restormer
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
simple-clip
A minimal, but effective implementation of CLIP (Contrastive Language-Image Pretraining) in PyTorch
SuGaR
Official implementation of SuGaR: Surface-Aligned Gaussian Splatting for Efficient 3D Mesh Reconstruction and High-Quality Mesh Rendering
Vim
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model