caojiezhang

VSR-Transformer

PyTorch implementation of VSR-Transformer

DATSR

PyTorch implementation of "Reference-based Image Super-Resolution with Deformable Attention Transformer (ECCV2022)"

CiaoSR

PyTorch implementation of "CiaoSR: Continuous Implicit Attention-in-Attention Network for Arbitrary-Scale Image Super-Resolution (CVPR2023)"

DAVSR

PyTorch implementation of "Towards Interpretable Video Super-Resolution via Alternating Optimization (ECCV2022)"

MWGAN

PyTorch implementation of "Multi-marginal Wasserstein GAN" (NeurIPS2019)

DeqIR

PyTorch implementation of "Deep Equilibrium Diffusion Restoration with Parallel Sampling (CVPR 2024)"

LCCGAN

Code for “Adversarial Learning with Local Coordinate Coding”

BasicVSR_PlusPlus

Official repository of "BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment"

LCCGAN-v2

Code for “Improving Generative Adversarial Networks with Local Coordinate Coding”

VRT

VRT: A Video Restoration Transformer (official repository)

2016-ICML-gromov-wasserstein

Gabriel Peyré, Marco Cuturi, Justin Solomon, Gromov-Wasserstein Averaging of Kernel and Distance Matrices, Proc. of ICML 2016.

BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.

C2-Matching

Code for C2-Matching (CVPR2021). Paper: Robust Reference-based Super-Resolution via C2-Matching.

FKP

Official PyTorch code for Flow-based Kernel Prior with Application to Blind Super-Resolution (FKP, CVPR2021)

FLAVR

Code for FLAVR: A fast and efficient frame interpolation technique.

LocalViT

numerical-tours

Numerical Tours of Signal Processing

paper

PyTorchOT

implements optimal transport algorithms in pytorch

RCAN

PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"

RealBasicVSR

Official repository of "Investigating Tradeoffs in Real-World Video Super-Resolution"

SinkhornAutoDiff

Toolbox to integrate optimal transport loss functions using automatic differentiation and Sinkhorn's algorithm

ToyModel

A simple Toy Model