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denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Models in PyTorch

denoising-diffusion-pytorch-1

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

drn

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

dsrvae

Unsupervised Real Image Super-Resolution via Variational AutoEncoder

edsr-pytorch

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

external-attention-pytorch

Pytorch implementation of various Attention Mechanism

face-renovation

Official repository of the paper "HiFaceGAN: Face Renovation via Collaborative Suppression and Replenishment".

focal-frequency-loss

[ICCV 2021] Focal Frequency Loss for Image Reconstruction and Synthesis

free-programming-books-zh_cn

:books: 免费的计算机编程类中文书籍，欢迎投稿

gansformer

Generative Adversarial Transformers

generalization-causality

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

glow-pytorch

PyTorch implementation of Glow

hinet

iccv2021-single-image-desnowing-hdcwnet

This paper is accepted by ICCV 2021.

iicnet

[ICCV2021] IICNet: A Generic Framework for Reversible Image Conversion

implicit-normalizing-flows

Code for "Implicit Normalizing Flows" (ICLR 2021 spotlight)

kair

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

lbam_pytorch

Pytorch re-implementation of Paper: Image Inpainting with Learnable Bidirectional Attention Maps (ICCV 2019)

lihang_book_algorithm

致力于将李航博士《统计学习方法》一书中所有算法实现一遍

lowlevelvision

masa-sr

MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution (CVPR2021)

mmdetection

Open MMLab Detection Toolbox and Benchmark

mmsr

Open MMLab Image and Video Super-Resolution Toolbox, , including SRResNet, SRGAN, ESRGAN, EDVR, etc.

mprnet

Official repository for "Multi-Stage Progressive Image Restoration" (CVPR 2021). SOTA results for image deblurring, deraining, and denoising.

mzsr

Meta-Transfer Learning for Zero-Shot Super-Resolution (CVPR, 2020)

nbnet

NBNet: Noise Basis Learning for Image Denoising with Subspace Projection

ncsr

Code for the CVPR2021 workshop paper "Noise Conditional Flow Model for Learning the Super-Resolution Space"

nice-gan-pytorch

Official PyTorch implementation of NICE-GAN: Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation

non-local_pytorch

Implementation of Non-local Block.

ntu-hsuantienlin-machinelearning