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A Collection of Papers and Codes for CVPR2024/CVPR2021/CVPR2020 Low Level Vision
Code for Dual Contrastive Learning for Unsupervised Image-to-Image Translation, NTIRE, CVPRW 2021, oral.
Unpaired Deep Image Deraining Using Dual Contrastive Learning (CVPR 2022)
[CVPR 2022] Official repository for the paper "Unsupervised Deraining Where Contrastive Learning Meets Self-similarity".
This is the official pytorch implementation of "FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information" (ACM MM 2023)
[ICML 2024] Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model
VMamba: Visual State Space Models，code is based on mamba
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining (CVPR 2024)
[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.
An easy/swift-to-adapt PyTorch-Lighting template. 套壳模板，简单易用，稍改原来Pytorch代码，即可适配Lightning。You can translate your previous Pytorch code much easier using this template, and keep your freedom to edit a…
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
Learning A Sparse Transformer Network for Effective Image Deraining (CVPR 2023)
【SCIS2021】A comprehensive survey on deraining. Keep updating
Official repository for the paper "Image Deraining Transformer".
[ICCV 2023] Official repository for the paper "From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal".
Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset (CVPR'19)
[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR
[TPAMI 2022] Learning Enriched Features for Fast Image Restoration and Enhancement. Results on Defocus Deblurring, Denoising, Super-resolution, and image enhancement
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
PyTorch implementation for All-In-One Image Restoration for Unknown Corruption (AirNet) (CVPR 2022)
PromptIR: Prompting for All-in-One Blind Image Restoration [NeurIPS 2023]
Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-ahead Forward Ones (ECCV 2022)
one summary of diffusion-based image processing, including restoration, enhancement, coding, quality assessment