KM revised

PyTorch implementation of Uniwin("Image Super-resolution with Unified Window Attention".

Fast Multi-dimensional Sparse Attention

Neighborhood Attention Transformer, arxiv 2022 / CVPR 2023. Dilated Neighborhood Attention Transformer, arxiv 2022

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also …

PyTorch code for our ICLR 2023 paper "Accurate Image Restoration with Attention Retractable Transformer".

CVPR2023 - Activating More Pixels in Image Super-Resolution Transformer TPAMI - HAT: Hybrid Attention Transformer for Image Restoration

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

Collection of common code that's shared among different research projects in FAIR computer vision team.

[WACV'23] Enriched CNN-Transformer Feature Aggregation Networks for Super-Resolution

LPIPS metric. pip install lpips

PyTorch code for our paper "Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining" (CVPR2020).

TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems

SwinIR: Image Restoration Using Swin Transformer (official repository)

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

Zero-Shot Learning with GCN (CVPR 2018)

Collection of generative models in Tensorflow

A Knowledge Base System for Cognition-enabled Robots

Multi-speaker Tacotron in TensorFlow.

AI & Deep Leanring Seminar @ Artificial Intelligence Lab, Hanyang University