Alternatives and similar repositories for UPSR

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

• LabShuHangGU / PFT-SR
  CVPR2025-Progressive Focused Transformer for Single Image Super-Resolution
  ☆114Updated 3 months ago
• 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…
  ☆17Updated 5 months ago
• LabShuHangGU / Adaptive-Token-Dictionary
  [CVPR 2024] Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary
  ☆184Updated 7 months ago
• jiangyitong / AutoDIR
  ☆100Updated 8 months ago
• eduardzamfir / MoCE-IR
  [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration
  ☆91Updated 7 months ago
• lbc12345 / SeD
  Semantic-Aware Discriminator for Image Super-Resolution
  ☆157Updated 10 months ago
• XLearning-SCU / 2024-ICML-TAO
  PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)
  ☆17Updated last year
• mdyao / NDR-Restore
  [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"
  ☆34Updated 11 months ago
• Andrew0613 / X-Restormer
  ECCV2024：A Comparative Study of Image Restoration Networks for General Backbone Network Design
  ☆131Updated 9 months ago
• Li-Tong-621 / DMID
  [TPAMI 2024] The offical code for DMID ( Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling ).
  ☆58Updated 3 months ago
• XiangZ-0 / HiT-SR
  [ECCV 2024 - Oral] HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution
  ☆150Updated 7 months ago
• shallowdream204 / LoRA-IR
  [arXiv 2024] LoRA-IR: Taming Low-Rank Experts for Efficient All-in-One Image Restoration
  ☆76Updated 5 months ago
• LabShuHangGU / CTMSR
  ICCV 2025-CTMSR:Consistency Trajectory Matching for One-Step Generative Super-Resolution
  ☆40Updated last month
• Weepingchestnut / Arbitrary-Scale-SR
  Arbitrary-scale image super-resolution (ISR) and video super-resolution (VSR)
  ☆108Updated 7 months ago
• LYL1015 / ResDiff
  Code of "ResDiff: Combining CNN and Diffusion Model for Image Super-Resolution"
  ☆90Updated 2 years ago
• Easquel / WaveDM
  Implementation code for WaveDM: Wavelet-Based Diffusion Models for Image Restoration.
  ☆63Updated 6 months ago
• gladzhang / Xformer
  Xformer: Hybrid X-Shaped Transformer for Image Denoising
  ☆51Updated last year
• MILab-PKU / dcpt
  Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).
  ☆64Updated last month
• J-FHu / CEM
  Codes of Interpreting Low-level Vision Models with Causal Effect Maps
  ☆29Updated last month
• rayabhisek123 / CFAT
  [CVPR 2024] CFAT: Unleashing Triangular Windows for Image Super-resolution
  ☆91Updated 4 months ago
• zyhrainbow / Diff-Restorer
  Core codes for "Diff-Restorer: Unleashing Visual Prompts for Diffusion-based Universal Image Restoration"
  ☆13Updated last year
• mandalinadagi / WGSR
  [CVPR 2024] Training Generative Image Super-Resolution Models by Wavelet-Domain Losses Enables Better Control of Artifacts
  ☆89Updated last year
• zhengchen1999 / CAT
  [NeurIPS'22] Cross Aggregation Transformer for Image Restoration
  ☆140Updated 10 months ago
• INVOKERer / AdaRevD
  ☆87Updated 6 months ago
• W-Jilly / frequency-compensated-diffusion-model-pytorch
  ☆45Updated 7 months ago
• tirer-lab / DDPG
  ☆62Updated 7 months ago
• zfu006 / TAP
  Official PyTorch implementation of "Temporal As a Plugin: Unsupervised Video Denoising with Pre-Trained Image Denoisers" in ECCV 2024.
  ☆35Updated last year
• wlydlut / C2F-DFT
  [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration
  ☆41Updated last year
• siywang541 / Varformer
  ☆58Updated 3 months ago
• lll143653 / amsnet
  ☆30Updated 6 months ago