Global Modeling Matters: A Fast, Lightweight and Effective Baseline for Efficient Image Restoration
☆54Aug 13, 2025Updated 11 months ago
Alternatives and similar repositories for PW-FNet
Users that are interested in PW-FNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Image Restoration via Multi-domain Learning☆31May 25, 2025Updated last year
- Pytorch Code☆17May 7, 2025Updated last year
- (CVPR2026) Scan Clusters, Not Pixels: A Cluster-Centric Paradigm for Efficient Ultra-high-definition Image Restoration☆27Apr 16, 2026Updated 3 months ago
- Collection of literature, math, etc. for Structured Illumination Microscopy☆10Apr 23, 2019Updated 7 years ago
- [ICCV 25] Official implementation for "CWNet: Causal Wavelet Network for Low-Light Image Enhancement"☆97Jun 1, 2026Updated last month
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Reverse Convolution and Its Applications to Image Restoration (ICCV, 2025)☆134Aug 15, 2025Updated 11 months ago
- [ICCV2025] Implementation of "MobileIE: An Extremely Lightweight and Effective ConvNet for Real-Time Image Enhancement on Mobile Devices"☆131Aug 5, 2025Updated 11 months ago
- [ACM MM'25 Oral] A Novel Perspective on Low-Light Image Enhancement: Leveraging Artifact Regularization and Walsh-Hadamard Transform (SAS…☆21Nov 2, 2025Updated 8 months ago
- ☆14Oct 10, 2024Updated last year
- [CVPR 2025] Efficient Visual State Space Model for Image Deblurring; 1st place on AIM 2025 challenge on High FPS Motion Deblurring:☆155Jul 3, 2025Updated last year
- Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration☆43Mar 22, 2026Updated 4 months ago
- [ICCV 2025] IDF: Iterative Dynamic Filtering Networks for Generalizable Image Denoising☆46Oct 16, 2025Updated 9 months ago
- [AAAI 2026] Code for Beyond Illumination: Fine-Grained Detail Preservation in Extreme Dark Image Restoration☆36Jun 1, 2026Updated last month
- ☆25Sep 5, 2025Updated 10 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- [IJCAI 2026] InterLight: Leveraging Intrinsic Illumination Priors for Low-Light Image Enhancement☆17Jun 29, 2026Updated last month
- CPU-efficient Vision Backbone Architecture, from the CPUBone paper, accepted at CVPR Findings 2026☆15Jun 18, 2026Updated last month
- ☆20Mar 31, 2025Updated last year
- ☆19Jan 13, 2026Updated 6 months ago
- A Multiple Self-Similarity Network Based Plug-and-Play Prior for MRI Reconstruction☆15Mar 6, 2020Updated 6 years ago
- ☆24Apr 4, 2026Updated 3 months ago
- The official PyTorch implementation for the paper "Lightweight and Fast Real-time Image Enhancement via Decomposition of the Spatial-awar…☆38Jan 16, 2026Updated 6 months ago
- The official implementation of "Efficient Frequency-Domain Image Deraining with Contrastive Regularization" 【ECCV2024】☆157Jun 19, 2025Updated last year
- This repository is the official implementation of "Partial Channel Network: Compute Fewer, Perform Better". [AAAI 2026 Accepted]☆41Feb 11, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The official implementation of the paper "A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifact…☆41Mar 23, 2026Updated 4 months ago
- [IEEE TGRS 2025] ASCNet: Asymmetric Sampling Correction Network for Infrared Image Destriping☆85Dec 30, 2025Updated 6 months ago
- [2025] ModalFormer: Multimodal Transformer for Low-Light Image Enhancement☆27Apr 14, 2026Updated 3 months ago
- two-stage framework based method with cascaded contrastive learning for UIE☆34Jul 28, 2025Updated last year
- ICCV 2025: Frequency-Dynamic Attention Modulation for Dense Prediction☆82Oct 20, 2025Updated 9 months ago
- Official code of "Fourier-based Decoupling Network for Joint Low-Light Image Enhancement and Deblurring"( IEEE TIP 2025 )☆39May 3, 2026Updated 2 months ago
- ☆17Feb 4, 2025Updated last year
- ☆56Apr 1, 2025Updated last year
- [CVPR 2025] Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing☆93Jun 1, 2025Updated last year
- 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.
- ☆20Jul 9, 2026Updated 2 weeks ago
- ☆20Jul 29, 2025Updated last year
- Devil is in the Uniformity: Exploring Diverse Learners within Transformer for Image Restoration☆30Aug 13, 2025Updated 11 months ago
- DSwinIR: Rethinking Window-based Attention for Image Restoration☆68Dec 16, 2025Updated 7 months ago
- FedVSR: Towards Model-Agnostic Federated Learning in Video Super-Resolution (Accepted at ACM Multimedia System Conference 2026)☆15Apr 20, 2026Updated 3 months ago
- ☆15Apr 13, 2026Updated 3 months ago
- [CVPR2025] Iterative Predictor-Critic Code Decoding for Real-World Image Dehazing☆128Sep 18, 2025Updated 10 months ago