Networks are Slacking Off: Understanding Generalization Problem in Image
Deraining

Networks are Slacking Off: Understanding Generalization Problem in Image Deraining

24 May 2023

Jinjin Gu

Yu Qiao

Papers citing "Networks are Slacking Off: Understanding Generalization Problem in Image Deraining"

13 / 13 papers shown

Title
Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining Guanglu Dong Tianheng Zheng Yuanzhouhan Cao L. Qing Chao Ren DiffM 56 0 0 24 Mar 2025
Multi-Agent Image Restoration Xu Jiang G. Li Bin Chen Jian Andrew Zhang 53 0 0 12 Mar 2025
Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining Jinfan Hu Zhiyuan You Jinjin Gu Kaiwen Zhu Tianfan Xue Chao Dong 41 0 0 18 Feb 2025
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 33 6 0 23 Oct 2024
A Preliminary Exploration Towards General Image Restoration Xiangtao Kong Jinjin Gu Yihao Liu Wenlong Zhang Xiangyu Chen Yu Qiao Chao Dong DiffM 38 2 0 27 Aug 2024
Interpreting Low-level Vision Models with Causal Effect Maps Jinfan Hu Jinjin Gu Shiyao Yu Fanghua Yu Zheyuan Li Zhiyuan You Chaochao Lu Chao Dong CML 46 2 0 29 Jul 2024
ConStyle v2: A Strong Prompter for All-in-One Image Restoration Dongqi Fan Junhao Zhang Liang Chang VLM 32 2 0 26 Jun 2024
CasSR: Activating Image Power for Real-World Image Super-Resolution Haolan Chen Jinhua Hao Kai Zhao Kun Yuan Ming-hui Sun Chao Zhou Wei Hu 24 4 0 18 Mar 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild Fanghua Yu Jinjin Gu Zheyuan Li Jinfan Hu Xiangtao Kong Xintao Wang Jingwen He Yu Qiao Chao Dong 25 126 0 24 Jan 2024
Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution Ruofan Zhang Jinjin Gu Haoyu Chen Chao Dong Yulun Zhang Wenming Yang 37 23 0 29 May 2023
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao 119 1,444 0 04 Feb 2021
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 226 4,424 0 23 Jan 2020
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 130 987 0 25 Sep 2016