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。
☆17Updated 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:
- 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…☆17Updated 3 months ago
- [TIP 2024] Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"☆33Updated 9 months ago
- ☆63Updated last year
- SAFNet: Selective Alignment Fusion Network for Efficient HDR Imaging (ECCV 2024)☆33Updated 10 months ago
- PyTorch code for our NeurIPS 2022 paper "Cross Aggregation Transformer for Image Restoration"☆138Updated 8 months ago
- [CVPR 2025] Complexity Experts are Task-Discriminative Learners for Any Image Restoration☆82Updated 5 months ago
- ☆46Updated 2 years ago
- AAAI2025-Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training☆10Updated 5 months ago
- ECCV2024:A Comparative Study of Image Restoration Networks for General Backbone Network Design☆124Updated 7 months ago
- ☆83Updated 4 months ago
- Official dataset and pytorch implementation for the paper: `Learning Dual-Level Deformable Implicit Representation for Real-World Scale A…☆12Updated 8 months ago
- [ICML2023] IRNeXt: Rethinking Convolutional Network Design for Image Restoration☆65Updated last year
- Official dataset and code of Continuous Optical Zooming: A Benchmark for Arbitrary-Scale Image Super-Resolution in Real World[CVPR2024].☆42Updated 6 months ago
- Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models (ECCV 2024)☆15Updated 4 months ago
- Official repository of the CVPR 2025 paper: Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks.☆23Updated 3 months ago
- CVPR2025-Progressive Focused Transformer for Single Image Super-Resolution☆95Updated last month
- [ICCV 23] Official implementation of Alignment-free HDR Deghosting with Sematnics Consistent Transformer (Code & Dataset)☆35Updated last year
- [TNNLS 2023] STDAN: Deformable Attention Network for Space-Time Video Super-Resolution☆19Updated 6 months ago
- Official code for GenDeg: Diffusion-Based Degradation Synthesis for Generalizable All-in-One Image Restoration☆43Updated 3 months ago
- ☆36Updated 11 months ago
- [CVPR 2024 Highlight] LMF (Latent Modulated Function for Computational Optimal Continuous Image Representation)☆68Updated last year
- ☆13Updated last year
- ☆36Updated 9 months ago
- [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration☆41Updated last year
- Demo package for colab tutorial☆55Updated 4 years ago
- CVPR2024: Transfer CLIP for Generalizable Image Denoising☆86Updated last year
- ☆93Updated 6 months ago
- Codes of Interpreting Low-level Vision Models with Causal Effect Maps☆28Updated last week
- Offical implementation of Universal Image Restoration Pre-training via Degradation Classification (ICLR2025).☆59Updated last month
- The source code for "Towards Robust Event-guided Low-Light Image Enhancement: A Large-Scale Real-World Event-Image Dataset and Novel Appr…☆79Updated 4 months ago