Adapt or Perish: Adaptive Sparse Transformer with Attentive Feature Refinement for Image Restoration
☆178Jul 16, 2025Updated 10 months ago
Alternatives and similar repositories for AST
Users that are interested in AST are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- When Fast Fourier Transform Meets Transformer for Image Restoration (ECCV 2024)☆184Sep 18, 2025Updated 8 months ago
- [ECCV2024] XPSR: Cross-modal Priors for Diffusion-based Image Super-Resolution☆79Jun 27, 2024Updated last year
- ACMMM2024: Wave-Mamba: Wavelet State Space Model for Ultra-High-Definition Low-Light Image Enhancement☆136May 20, 2025Updated last year
- [ECCV 2024] Prompt-based test-time real image dehazing: a novel pipeline☆48Oct 27, 2024Updated last year
- Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration☆59Jul 13, 2025Updated 11 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration☆29Aug 13, 2025Updated 10 months ago
- [CVPR 2024 & TPAMI] Transcending the Limit of Local Window: Advanced Super-Resolution Transformer with Adaptive Token Dictionary, ATD: Im…☆203Mar 7, 2026Updated 3 months ago
- [ECCV 2024] SMFANet: A Lightweight Self-Modulation Feature Aggregation Network for Efficient Image Super-Resolution☆195Nov 7, 2024Updated last year
- [TCSVT 2025] Core codes for "SSP-IR: Semantic and Structure Priors for Diffusion-based Realistic Image Restoration"☆21Feb 14, 2025Updated last year
- The official implementation of "Efficient Frequency-Domain Image Deraining with Contrastive Regularization" 【ECCV2024】☆155Jun 19, 2025Updated 11 months ago
- (CVPR2024) Official implementation of paper: "Selective Hourglass Mapping for Universal Image Restoration Based on Diffusion Model"☆196Dec 27, 2024Updated last year
- ☆60Dec 10, 2025Updated 6 months ago
- PyTorch code for our IJCAI 2024 "FreqFormer: Frequency-aware Transformer for Lightweight Image Super-resolution"☆49Aug 22, 2024Updated last year
- ☆75May 9, 2026Updated last month
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [AAAI2024] Omni-Kernel Network for Image Restoration☆95Apr 27, 2025Updated last year
- Learning An Adaptive Sparse Transformer for Efficient Image Restoration☆14Aug 3, 2025Updated 10 months ago
- Semantic-Aware Discriminator for Image Super-Resolution☆164Dec 12, 2024Updated last year
- [IEEE TPAMI 2025] A Survey on All-in-One Image Restoration: Taxonomy, Evaluation and Future Trends☆554Jun 6, 2026Updated last week
- MDT☆25Mar 25, 2025Updated last year
- ☆80Aug 17, 2025Updated 9 months ago
- [ICCV2023] Implementation of "Feature Modulation Transformer: Cross-Refinement of Global Representation via High-Frequency Prior for Imag…☆113Jan 6, 2025Updated last year
- [ICLR 2023] Selective Frequency Network for Image Restoration☆155Feb 5, 2025Updated last year
- [ECCV2024, CVPR2025] MambaIR and MambaIRv2!☆1,123Jun 3, 2026Updated last week
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- the code of GRFormer: Grouped Residual Self-Attention for Lightweight Single Image Super-Resolution☆26May 16, 2024Updated 2 years ago
- ASID☆53Jan 30, 2025Updated last year
- Learning A Sparse Transformer Network for Effective Image Deraining (CVPR 2023)☆345Jul 6, 2025Updated 11 months ago
- Here is the official repository of WF-Diff reproductions.☆161Apr 18, 2025Updated last year
- [IEEE TIP 2024] DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention☆399Dec 16, 2024Updated last year
- ☆35Aug 8, 2024Updated last year
- Heterogeneous window Transformer for image denoising (IEEE TSMC,2024)☆24Nov 25, 2024Updated last year
- all-in-one image restoration☆69Aug 13, 2025Updated 10 months ago
- Rethinking Multi-Scale Representations in Deep Deraining Transformer☆37Jul 7, 2025Updated 11 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [ICCV23] Focal Network for Image Restoration☆94Oct 27, 2023Updated 2 years ago
- [ECCV 2024] Histoformer: Restoring Images in Adverse Weather Conditions via Histogram Transformer☆221Oct 10, 2024Updated last year
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆148May 25, 2026Updated 2 weeks ago
- Code of "LMLT: Low-to-high Multi-Level Vision Transformer for Image Super-Resolution".☆34Oct 17, 2024Updated last year
- ☆48May 20, 2026Updated 3 weeks ago
- ☆21Aug 7, 2025Updated 10 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆71Mar 31, 2026Updated 2 months ago