Alternatives and similar repositories for DSwinIR

Users that are interested in DSwinIR are comparing it to the libraries listed below

• joshyZhou / HINT
  Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration
  ☆19Updated 3 months ago
• iijjlk / DFFN
  ☆30Updated last year
• fengyanzi / Local-Attribution-Map-for-Super-Resolution
  The Local Attribution Map (LAM) is an interpretability tool for super-resolution reconstruction tasks. 局部归因图（Local Attribution Map，LAM）是一…
  ☆18Updated 6 months ago
• deng-ai-lab / SFHformer
  When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)
  ☆100Updated 2 months ago
• XLearning-SCU / 2025-CVPR-MaIR
  Pytorch implementation of CVPR 2025 paper, "MaIR: A Locality- and Continuity-Preserving Mamba for Image Restoration". The Code will be re…
  ☆63Updated 2 months ago
• csxyhe / SADT
  The official implementation of the paper "A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifact…
  ☆28Updated 4 months ago
• smin-hwang / WaveDH
  ☆27Updated last year
• bywlzts / CWNet-Causal-Wavelet-Network
  [ICCV 25] Official implementation for "CWNet: Causal Wavelet Network for Low-Light Image Enhancement"
  ☆77Updated 2 months ago
• ArsenalCheng / MMA
  Official code for "Activating Wider Areas in Image Super-Resolution"
  ☆13Updated last year
• kkkls / EVSSM
  [CVPR 2025] Efficient Visual State Space Model for Image Deblurring; 1st place on AIM 2025 challenge on High FPS Motion Deblurring:
  ☆105Updated 5 months ago
• GuangluDong0728 / CSUD-Unsupervised-Deraining-CVPR2025
  ☆26Updated 7 months ago
• nagejacob / TBSN
  Rethinking Transformer-Based Blind-Spot Network for Self-Supervised Image Denoising (AAAI 2025)
  ☆79Updated 11 months ago
• aSleepyTree / FreqMamba
  ☆65Updated last year
• AlexZou14 / Wave-Mamba
  ACMMM2024: Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement
  ☆105Updated 6 months ago
• xianggkl / VLU-Net
  Official repository of the CVPR 2025 paper: Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks.
  ☆27Updated 6 months ago
• supersupercong / PromptRestorer
  [NeurIPS23] PromptRestorer: A Prompting Image Restoration Method with Degradation Perception
  ☆15Updated last year
• pandazcx / DeepSN-Net
  DeepSN-Net: Deep Semi-smooth Newton Driven Network for Blind Image Restoration
  ☆52Updated 5 months ago
• nathan66666 / DVMSR
  NTIRE Workshop and Challenges @ CVPR 2024
  ☆51Updated last year
• jm-xiong / RSHazeDiff
  Code for RSHazeDiff: A Unified Fourier-aware Diffusion Model for Remote Sensing lmage Dehazing
  ☆33Updated 10 months ago
• mcpaulgeorge / WalMaFa
  [ACCV 2024] Source code of WalMaFa
  ☆55Updated last year
• lifengcs / SRConvNet
  ☆43Updated 8 months ago
• House-yuyu / Perceive-IR
  [TIP 2025] Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration
  ☆16Updated this week
• ChenzhaoNju / WF-Diff
  Here is the official repository of WF-Diff reproductions.
  ☆135Updated 7 months ago
• fiwy0527 / AAAI25_SGDN
  [AAAI 25] Guided Real Image Dehazing using YCbCr Color Space
  ☆49Updated 11 months ago
• zhoushen1 / MEASNet
  ☆16Updated last year
• cschenhm / MSDT
  Rethinking Multi-Scale Representations in Deep Deraining Transformer
  ☆35Updated 4 months ago
• wwhappylife / DCINN
  ☆16Updated last year
• JosephTiTan / HFIN
  Code of paper: Revisiting Spatial-Frequency Information Integration from a Hierarchical Perspective for Panchromatic and Multi-Spectral …
  ☆26Updated last year
• House-yuyu / MDDA-former
  [CVIU 2025] Joint Multi-dimensional Dynamic Attention and Transformer for General Image Restoration
  ☆17Updated this week
• XY-boy / FreMamba
  [IEEE TMM 2024] Frequency-Assisted Mamba for Remote Sensing Image Super-Resolution
  ☆81Updated 9 months ago