Gabriel Peyré, Marco Cuturi, Justin Solomon, Gromov-Wasserstein Averaging of Kernel and Distance Matrices, Proc. of ICML 2016.
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.
Code for FLAVR: A fast and efficient frame interpolation technique.
Numerical Tours of Signal Processing
implements optimal transport algorithms in pytorch
PyTorch code for our ECCV 2018 paper "Image Super-Resolution Using Very Deep Residual Channel Attention Networks"
Toolbox to integrate optimal transport loss functions using automatic differentiation and Sinkhorn's algorithm
A simple Toy Model
VRT: A Video Restoration Transformer (official repository)