Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration
☆26Aug 13, 2025Updated 6 months ago
Alternatives and similar repositories for HINT
Users that are interested in HINT are comparing it to the libraries listed below
Sorting:
- The code source of MambaCSR☆26Sep 24, 2024Updated last year
- ☆10Aug 29, 2024Updated last year
- [NeurIPS23] PromptRestorer: A Prompting Image Restoration Method with Degradation Perception☆15Aug 4, 2024Updated last year
- MDT☆21Mar 25, 2025Updated 11 months ago
- ☆31Aug 8, 2024Updated last year
- ☆17Aug 7, 2025Updated 6 months ago
- Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration☆27Dec 23, 2025Updated 2 months ago
- ☆49Apr 1, 2025Updated 11 months ago
- [CVPR2025] Breaking the Low-Rank Dilemma of Linear Attention☆38Mar 11, 2025Updated 11 months ago
- The code of "HSR-KAN: Hyperspectral Image Super-Resolution based on Kolmogorov-Arnold Networks"☆25Sep 15, 2024Updated last year
- DSwinIR: Rethinking Window-based Attention for Image Restoration☆55Dec 16, 2025Updated 2 months ago
- PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)☆18Jul 15, 2024Updated last year
- This repository is the official implementation of "Partial Channel Network: Compute Fewer, Perform Better". [AAAI 2026 Accepted]☆33Feb 11, 2025Updated last year
- ☆21Jun 5, 2024Updated last year
- 【MICCAI2023】Equivariant Proximal Network for Joint Sparse-View Reconstruction and Metal Artifact Reduction in CT Images☆22Jan 9, 2024Updated 2 years ago
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆33Sep 9, 2025Updated 5 months ago
- Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration☆171Jul 16, 2025Updated 7 months ago
- Code of paper: Revisiting Spatial-Frequency Information Integration from a Hierarchical Perspective for Panchromatic and Multi-Spectral …☆25Jun 19, 2024Updated last year
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆77Sep 2, 2025Updated 6 months ago
- Official implementation of the paper "Hero-SR: One-Step Diffusion for Super-Resolution with Human Perception Priors".☆36Mar 19, 2025Updated 11 months ago
- Restore-RWKV: Efficient and Effective Medical Image Restoration with RWKV☆129Jul 28, 2025Updated 7 months ago
- CVPR 2025 DarkIR: Robust Low-Light Image Restoration - State of the art low light deblurring. NTIRE 2025 Best Method. [Official PyTorch I…☆293Jul 31, 2025Updated 7 months ago
- [ICCV2025 Highlight] ESC: Emulating Self-attention with Convolution for Efficient Image Super-Resolution☆105Dec 31, 2025Updated 2 months ago
- [ECCV 2024] QueryCDR: Query-based Controllable Distortion Rectification Network for Fisheye Images☆10Feb 14, 2025Updated last year
- ☆39Sep 12, 2023Updated 2 years ago
- ☆71Feb 22, 2024Updated 2 years ago
- The official implementation of "An Efficient and Mixed Heterogeneous Model for Image Restoration"☆50Sep 9, 2025Updated 5 months ago
- [NeurlPS' 25] InstructRestore: Region-Customized Image Restoration with Human Instructions☆49Oct 23, 2025Updated 4 months ago
- [ICCV23] Focal Network for Image Restoration☆92Oct 27, 2023Updated 2 years ago
- ASID☆50Jan 30, 2025Updated last year
- Official Code for All-in-One Medical Image Re-Identification (CVPR2025)☆18Jan 11, 2026Updated last month
- [IEEE TIFS under review] TOPIC: IFViT: Interpretable Fixed-Length Representation for Fingerprint Matching via Vision Transformer☆13Apr 9, 2024Updated last year
- PyTorch code for our IJCAI 2024 "FreqFormer: Frequency-aware Transformer for Lightweight Image Super-resolution"☆47Aug 22, 2024Updated last year
- [ICLR2025] Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion☆196Mar 4, 2025Updated last year
- This is a classification task based on CIFAR10，Accuracy is about 87%（without pre-training），The net is CoAtNet（0-5，total coatnet family），w…☆10Oct 1, 2023Updated 2 years ago
- MFAE-YOLO is an object detection method for aerial remote sensing images☆15Jan 27, 2026Updated last month
- The source code for paper:Two-level Consistency Metric for Infrared and Visible Image Fusion☆11Jun 30, 2023Updated 2 years ago
- [IJCAI 2025] Offical implementation of the paper "Multi-View Learning with Context-Guided Receptance for Image Denoising".☆12Jun 26, 2025Updated 8 months ago
- ☆44Sep 10, 2024Updated last year