LightBSR: Towards Lightweight Blind Super-Resolution via Discriminative Implicit Degradation Representation Learning
☆22Oct 27, 2025Updated 9 months ago
Alternatives and similar repositories for LightBSR
Users that are interested in LightBSR are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for "Adaptive Dropout: Unleashing Dropout across Layers for Generalizable Image Super-Resolution"☆17Mar 14, 2025Updated last year
- ☆65Dec 3, 2025Updated 8 months ago
- Official repo for CVPR 2025 paper AutoLUT: LUT-Based Image Super-Resolution with Automatic Sampling and Adaptive Residual Learning☆76Mar 15, 2025Updated last year
- ☆15Mar 15, 2025Updated last year
- MatIR: A Hybrid Mamba-Transformer Image Restoration Model☆20Feb 6, 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.
- [IJCAI 2025] Offical implementation of the paper "Multi-View Learning with Context-Guided Receptance for Image Denoising".☆13Jun 26, 2025Updated last year
- ☆16Nov 16, 2024Updated last year
- FGA-SR: Fourier-Guided Attention Upsampling for Image Super-Resolution☆19Jul 7, 2026Updated last month
- [TIP-2025] Official Pytorch implementation of "Structural Similarity-Inspired Unfolding for Lightweight Image Super-Resolution"☆33Jul 8, 2025Updated last year
- CVPR2025 - CATANet: Efficient Content-Aware Token Aggregation for Lightweight Image Super-Resolution☆236Feb 4, 2026Updated 6 months ago
- Swift Parameter-free Attention Network for Efficient Super-Resolution☆275Feb 28, 2026Updated 5 months ago
- Official repository for paper: Exploring the Low-Pass Filtering Behavior in Image Super-Resolution☆41Jul 11, 2024Updated 2 years ago
- ASID☆52Jan 30, 2025Updated last year
- [CVPR 2025] Official Repository for AESOP: Auto-Encoded Supervision for Perceptual Image Super-Resolution☆92Feb 20, 2026Updated 5 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [ICCV2025 Highlight] ESC: Emulating Self-attention with Convolution for Efficient Image Super-Resolution☆118May 15, 2026Updated 2 months ago
- ☆20Jul 29, 2025Updated last year
- ☆16Jun 20, 2021Updated 5 years ago
- Denoising Via Self Supervised Transfer Learning☆17Feb 16, 2021Updated 5 years ago
- Offical Pytorch Implementation of the Paper "Gyro-based Neural Single Image Deblurring"☆40Aug 4, 2026Updated last week
- [CVPR 2026 Findings] QDM: Quadtree-Based Region-Adaptive Sparse Diffusion Models for Efficient Image Super-Resolution☆32Apr 11, 2026Updated 4 months ago
- StructSR: Refuse Spurious Details in Real-World Image Super-Resolution☆29Jan 16, 2025Updated last year
- [CVPR 2024] CFAT: Unleashing Triangular Windows for Image Super-resolution☆93Jun 11, 2025Updated last year
- Unsupervised Deep Learning for DAS-VSP Denoising Using Attention-Based Deep Image Prior☆27Aug 19, 2025Updated 11 months ago
- 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.
- [ICLR2026] "OFTSR: One-Step Flow for Image Super-Resolution with Tunable Fidelity-Realism Trade-offs"☆65Apr 25, 2026Updated 3 months ago
- The official implementation of the paper "A Universal Scale-Adaptive Deformable Transformer for Image Restoration across Diverse Artifact…☆41Mar 23, 2026Updated 4 months ago
- [AAAI 2024 & IJCV 2025] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration☆42Sep 16, 2025Updated 10 months ago
- ECCV2026-From Local Windows to Adaptive Candidates via Individualized Exploratory: Rethinking Attention for Image Super-Resolution☆29Jun 30, 2026Updated last month
- 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…☆27May 24, 2025Updated last year
- Official implementation of the paper "Self-Calibrated Variance-Stabilizing Transformations for Real-World Image Denoising" (ICCV'25)☆15Nov 10, 2025Updated 9 months ago
- IGConv: Implicit Grid Convolution for Multi-Scale Image Super-Resolution☆31Nov 15, 2024Updated last year
- ☆15Sep 28, 2024Updated last year
- [IEEE J-BHI-2024] Official Pytorch implementation of "M2Trans: Multi-Modal Regularized Coarse-to-Fine Transformer for Ultrasound Image Su…☆20Jul 8, 2025Updated last year
- 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.
- [ICCV2025] PyTorch implementation of "Perceive, Understand and Restore: Real-World Image Super-Resolution with Autoregressive Multimodal …☆125Jan 24, 2026Updated 6 months ago
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆153May 25, 2026Updated 2 months ago
- ☆11May 6, 2023Updated 3 years ago
- ☆10Aug 29, 2024Updated last year
- PyTorch codes for "Heterogeneous Mixture of Experts for Remote Sensing Image Super-Resolution", IEEE GRSL, 2025.☆26Aug 30, 2025Updated 11 months ago
- ☆13Apr 15, 2024Updated 2 years ago
- This is a sample implementation of the spectral recursive filter, which is a fast and accurate constant-time Gaussian filtering algorithm…☆19Mar 28, 2016Updated 10 years ago