Tang1705 / Local-Attribution-Maps-for-Super-Resolution
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。
☆16Updated last year
Related projects ⓘ
Alternatives and complementary repositories for Local-Attribution-Maps-for-Super-Resolution
- ☆57Updated this week
- ECCV2024:A Comparative Study of Image Restoration Networks for General Backbone Network Design☆61Updated last year
- ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration☆96Updated 3 weeks ago
- Official code for Zero-Reference Low-Light Enhancement via Physical Quadruple Priors (CVPR-24)☆71Updated 6 months ago
- ☆44Updated last month
- ☆77Updated 8 months ago
- ☆29Updated 3 months ago
- Official code for "Activating Wider Areas in Image Super-Resolution"☆12Updated 3 months ago
- Maximize Efficiency, Elevate Accuracy: Slash GPU Hours by Half with Efficient Pre-training!☆47Updated 6 months ago
- ☆34Updated 3 months ago
- Codes for CVPR2023 paper "DegAE: A New Pretraining Paradigm for Low-level Vision"☆66Updated 11 months ago
- [CVPR 2024 Highlight] LMF (Latent Modulated Function for Computational Optimal Continuous Image Representation)☆47Updated 4 months ago
- Official Implementation of "Neural Degradation Representation Learning for All-In-One Image Restoration"☆22Updated last week
- Towards Real-World Adverse Weather Image Restoration: Enhancing Clearness and Semantics with Vision-Language Models (ECCV 2024)☆12Updated 3 months ago
- This is the source code for CVPR paper "Low-Light Image Enhancement via Structure Modeling and Guidance"☆67Updated last year
- Arbitrary-scale image super-resolution (ISR) and video super-resolution (VSR)☆66Updated 3 months ago
- ☆22Updated 2 months ago
- AAAI-2024 KeDuSR: Real-World Dual-Lens Super-Resolution via Kernel-Free Matching☆16Updated 9 months ago
- Seeing the Unseen: A Frequency Prompt Guided Transformer for Image Restoration☆24Updated 4 months ago
- Demo package for colab tutorial☆49Updated 4 years ago
- Distilling Semantic Priors from SAM to Efficient Image Restoration Models☆12Updated 4 months ago
- [CVPR 2023] This repository is the official PyTorch implementation of "Deep Discriminative Spatial and Temporal Network for Efficient Vid…☆64Updated last month
- [ICCV 2023] Official repository for the paper "From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Remo…☆26Updated last year
- [CVPR-2024] Pytorch implementation of "Misalignment-Robust Frequency Distribution Loss for Image Transformation"☆31Updated last month
- PyTorch implementation for Test-Time Degradation Adaptation for Open-Set Image Restoration (ICML 2024, Spotlight)☆10Updated 4 months ago
- [CVIU 2024] Coarse-to-Fine Mechanisms Mitigate Diffusion Limitations on Image Restoration☆38Updated 3 months ago
- [CVPR 2024] Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal☆13Updated 5 months ago
- ☆36Updated this week
- ☆42Updated 10 months ago
- ☆14Updated 3 months ago