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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.

basicvsr_plusplus

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

c2-matching

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

ciaosr

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

datsr

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

davsr

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

deqir

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

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.

lccgan

Code for “Adversarial Learning with Local Coordinate Coding”

lccgan-v2

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

localvit

mwgan

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

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

vrt

VRT: A Video Restoration Transformer (official repository)

vsr-transformer

PyTorch implementation of VSR-Transformer