This is an offical implementation of the CVPR2022's paper [Learning the Degradation Distribution for Blind Image Super-Resolution](https://arxiv.org/abs/2203.04962)

A toolbox for spectral compressive imaging reconstruction including MST (CVPR 2022), CST (ECCV 2022), DAUHST (NeurIPS 2022), BiSCI (NeurIPS 2023), HDNet (CVPR 2022), MST++ (CVPRW 2022), etc.

Attention Cube Network for Image Restoration (ACM MM 2020)

SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization (CVPR 2022)

PyTorch code for NeurIPS2021 paper "Uncertainty-Driven Loss for Single Image Super-Resolution"

MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips

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

Official pytorch implementation of paper "RSTT: Real-time Spatial Temporal Transformer for Space-Time Video Super-Resolution"

ReActNet: Towards Precise Binary NeuralNetwork with Generalized Activation Functions. In ECCV 2020.

Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention

A curated list of neural network pruning resources.

Codes for ACMMM 2021 paper "Fully Quantized Image Super-Resolution Networks".

pytorch implementation of "Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks"

A List of Recent Space-Time Video Super-Resolution methods

Restore From Restored: Video Restoration With Pseudo Clean Video, CVPR 2021

[CVPR 2020--Oral] CycleISP: Real Image Restoration via Improved Data Synthesis

Patch Craft: Video Denoising by Deep Modeling and Patch Matching (ICCV 2021)

Official Code for 'Recursive Fusion and Deformable Spatiotemporal Attention for Video Compression Artifact Reduction' - ACM Multimedia2021 (ACMMM2021) Accepted Paper Task: Video Quality Enhancement…

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

Official repository for "Deep Recurrent Neural Network with Multi-scale Bi-directional Propagation for Video Deblurring".

Google Research

A curated list of resources for Image and Video Deblurring

The repository is an official implementation of our CVPR2020 paper : Cascaded Deep Video Deblurring Using Temporal Sharpness Prior

Bringing Events into Video Deblurring with Non consecutively Blurry Frames （ICCV2021）

[ECCV2020 Spotlight] Efficient Spatio-Temporal Recurrent Neural Network for Video Deblurring

[NeurIPS'21] "Chasing Sparsity in Vision Transformers: An End-to-End Exploration" by Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang

[TPAMI 2024] This is the official repository for our paper: ''Pruning Self-attentions into Convolutional Layers in Single Path''.