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aistats2021

April 13-15, San Diego, California, USA

bilibili-plus

课程视频、PPT和源代码：侯捷C++系列；台大郭彦甫MATLAB

dan

This is an official implementation of Unfolding the Alternating Optimization for Blind Super Resolution

darts

Differentiable architecture search for convolutional and recurrent networks

dasr

[CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution

datasets

This repository contains the dataset for machine learning.

dbpn-pytorch

The project is an official implement of our CVPR2018 paper "Deep Back-Projection Networks for Super-Resolution" (Winner of NTIRE2018 and PIRM2018)

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

drln

Densely Residual Laplacian Super-resolution, IEEE Pattern Analysis and Machine Intelligence (TPAMI)

edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

gittest

han

PyTorch code for our ECCV 2020 paper "Single Image Super-Resolution via a Holistic Attention Network"

ikc

Implementation of 'Blind Super-Resolution With Iterative Kernel Correction' (CVPR2019)

imdn

Lightweight Image Super-Resolution with Information Multi-distillation Network (ACM MM 2019, Winner Award of ICCVW AIM 2019 Constrained SR Track1&Track2)

interview

📚 C/C++ 技术面试基础知识总结，包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, including language, program library, data structure, algorithm, system, network, link loading library, interview experience, recruitment, recommendation, etc.

jdbc-demo

kair

Image Restoration Toolbox (PyTorch). Training and testing codes for USRNet, DnCNN, FFDNet, SRMD, DPSR, MSRResNet, ESRGAN, IMDN

mlsr

Source code for ECCV2020 "Fast Adaptation to Super-Resolution Networks via Meta-Learning"

mytinywebserver

nas-sr

pan

[Params: Only 272K!!!] Efficient Image Super-Resolution Using Pixel Attention, in ECCV Workshop, 2020.

pisr

An official implementation of "Learning with Privileged Information for Efficient Image Super-Resolution" (ECCV2020) in PyTorch.

pt.darts

PyTorch Implementation of DARTS: Differentiable Architecture Search

pyramid-attention-networks

PyTorch code for "Pyramid Attention Networks for Image Restoration" with new SOTA results on multiple image restoration tasks: denoising, demosaicing, compression artifact reduction, super-resolution

python-100-days

Python - 100天从新手到大师

rcan

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

rnan

PyTorch code for our ICLR 2019 paper "Residual Non-local Attention Networks for Image Restoration"

san

Second-order Attention Network for Single Image Super-resolution (CVPR-2019)

sgas

SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper