cromin

DualResidualNetworks

Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration

MIRNetv2

[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement

Image-Adaptive-3DLUT

Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time

Unique3D

Official implementation of Unique3D: High-Quality and Efficient 3D Mesh Generation from a Single Image

NAFNet

The state-of-the-art image restoration model without nonlinear activation functions.

LlamaGen

Autoregressive Model Beats Diffusion: 🦙 Llama for Scalable Image Generation

SCI

[CVPR 2022] This is the official code for the paper "Toward Fast, Flexible, and Robust Low-Light Image Enhancement".

multi_illumination

schedule_free

Schedule-Free Optimization in PyTorch

vision-lstm

xLSTM as Generic Vision Backbone

UHDformer

[AAAI-24] Correlation Matching Transformation Transformers for UHD Image Restoration

Efficient-AI-Backbones

Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

T-GATE

T-GATE: Temporally Gating Attention to Accelerate Diffusion Model for Free!

MLLA

Official repository of MLLA

xlstm-cuda

Cuda implementation of Extended Long Short Term Memory (xLSTM) with C++ and PyTorch ports

MSVMamba

openomf

One Must Fall 2097 Remake

GMSR

MambaOut

MambaOut: Do We Really Need Mamba for Vision?

StoryDiffusion

Create Magic Story!

InfiniTransformer

Unofficial PyTorch/🤗Transformers(Gemma/Llama3) implementation of Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention

VAR

[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 yet state-of-the-art* codebase for autoregressive image generation!

DyNet

Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!

sdxs

Official repo of our paper "SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions"

StreamingT2V

StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text

Octree-GS

Octree-GS: Towards Consistent Real-time Rendering with LOD-Structured 3D Gaussians

MambaIR

[ECCV2024] An official pytorch implement of the paper "MambaIR: A simple baseline for image restoration with state-space model".

zigma

A PyTorch implementation of the paper "ZigMa: A DiT-Style Mamba-based Diffusion Model" (ECCV 2024)

Mora

Mora: More like Sora for Generalist Video Generation

evolutionary-model-merge

Official repository of Evolutionary Optimization of Model Merging Recipes