Tang1705 / Local-Attribution-Maps-for-Super-ResolutionLinks
局部归因图(Local Attribution Map, LAM)是一个超分辨率重建任务的可解释性工具,旨在找到低分辨率输入图像中对网络超分结果贡献最强烈的像素。LAM 将跟踪模型使用的信息,并在指定超分结果局部区域的前提下,高亮对超分结果贡献最大的像素。
☆18Updated 2 years ago
Alternatives and similar repositories for Local-Attribution-Maps-for-Super-Resolution
Users that are interested in Local-Attribution-Maps-for-Super-Resolution are comparing it to the libraries listed below
Sorting:
- [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"☆39Updated last year
- 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…☆24Updated 8 months ago
- ☆14Updated last year
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆128Updated 2 months ago
- ☆48Updated 2 years ago
- [TNNLS 2023] STDAN: Deformable Attention Network for Space-Time Video Super-Resolution☆19Updated 11 months ago
- ☆110Updated last year
- ☆91Updated last month
- ☆67Updated last year
- Official code for GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration☆55Updated 8 months ago
- [CVPR 2024] Motion-adaptive Separable Collaborative Filters for Blind Motion Deblurring☆41Updated last year
- ☆38Updated last year
- [NeurIPS'22] Cross Aggregation Transformer for Image Restoration☆148Updated last year
- Official dataset and code of Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World[CVPR2024].☆49Updated 4 months ago
- AAAI 2024: VQCNIR: Clearer Night Image Restoration with Vector-Quantized Codebook☆28Updated 2 years ago
- [ACM MM Asia 2024 Oral] Official implementation of paper "LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real …☆31Updated 7 months ago
- 📷 [ECCV 2024] RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images☆85Updated 9 months ago
- CVPR2025-Progressive Focused Transformer for Single Image Super-Resolution☆155Updated 3 weeks ago
- [ICCV 23] Official implementation of Alignment-free HDR Deghosting with Sematnics Consistent Transformer (Code & Dataset)☆40Updated 2 years ago
- ☆44Updated last year
- Official dataset and pytorch implementation for the paper: `Learning Dual-Level Deformable Implicit Representation for Real-World Scale A…☆12Updated last year
- SAFNet: Selective Alignment Fusion Network for Efficient HDR Imaging (ECCV 2024)☆38Updated last year
- ECCV2024:A Comparative Study of Image Restoration Networks for General Backbone Network Design☆135Updated last year
- [AAAI 2024 & IJCV 2025] Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration☆39Updated 4 months ago
- Code for RestoreVAR: Visual Autoregressive Generation for All-in-One Image Restoration☆25Updated 8 months ago
- Arbitrary-scale image super-resolution (ISR) and video super-resolution (VSR)☆112Updated 10 months ago
- AAAI2025-Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training☆24Updated 3 months ago
- Codes for CVPR2023 paper "DegAE: A New Pretraining Paradigm for Low-level Vision"☆77Updated 2 years ago
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆76Updated 5 months ago
- [CVPR 2025] Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing☆66Updated 8 months ago