Evaluating the Generalization Ability of Super-Resolution Networks

Evaluating the Generalization Ability of Super-Resolution Networks

14 May 2022

Jinjin Gu

Yu Qiao

Papers citing "Evaluating the Generalization Ability of Super-Resolution Networks"

18 / 18 papers shown

Title
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision Yuandong Pu Le Zhuo Kaiwen Zhu Liangbin Xie Wenlong Zhang Xiangyu Chen Peng Gao Yu Qiao Chao Dong Yihao Liu MLLM 71 1 0 07 Apr 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 50 0 0 18 Feb 2025
Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration Haoze Sun W. J. Li Qingbin Liu Kaiwen Zhou Yongqiang Chen Yong Guo Yunshui Li Renjing Pei Long Peng Yue Yang DiffM 83 1 0 01 Dec 2024
Unveiling Hidden Details: A RAW Data-Enhanced Paradigm for Real-World Super-Resolution Long Peng W. J. Li Jiaming Guo Xin Di Haoze Sun Y. Li Renjing Pei Yufei Wang Yang Cao Zheng-jun Zha 31 4 0 16 Nov 2024
A Preliminary Exploration Towards General Image Restoration Xiangtao Kong Jinjin Gu Yihao Liu Wenlong Zhang Xiangyu Chen Yu Qiao Chao Dong DiffM 46 2 0 27 Aug 2024
Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks Jiawei Wu Zhi Jin 42 0 0 15 Aug 2024
GRIDS: Grouped Multiple-Degradation Restoration with Image Degradation Similarity Shuo Cao Yihao Liu Wenlong Zhang Yu Qiao Chao Dong 44 4 0 17 Jul 2024
Pairwise Distance Distillation for Unsupervised Real-World Image Super-Resolution Yuehan Zhang Seungjun Lee Angela Yao 32 1 0 10 Jul 2024
DaLPSR: Leverage Degradation-Aligned Language Prompt for Real-World Image Super-Resolution Aiwen Jiang Zhi Wei Long Peng Feiqiang Liu Wenbo Li Mingwen Wang DiffM 54 2 0 24 Jun 2024
Towards Realistic Data Generation for Real-World Super-Resolution Long Peng Wenbo Li Renjing Pei Jingjing Ren Xueyang Fu Yang Wang Yang Cao Zheng-Jun Zha 40 17 0 11 Jun 2024
HAT: Hybrid Attention Transformer for Image Restoration Xiangyu Chen Xintao Wang Wenlong Zhang Xiangtao Kong Yu Qiao Jiantao Zhou Chao Dong 34 44 0 11 Sep 2023
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 45 23 0 29 May 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 30 12 0 24 May 2023
Masked Image Training for Generalizable Deep Image Denoising Haoyu Chen Jinjin Gu Yihao Liu Salma Abdel Magid Chao Dong Qiong Wang Hanspeter Pfister Lei Zhu 27 63 0 23 Mar 2023
Activating More Pixels in Image Super-Resolution Transformer Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 83 603 0 09 May 2022
Discovering Distinctive "Semantics" in Super-Resolution Networks Yihao Liu Anran Liu Jinjin Gu Zhipeng Zhang Wenhao Wu Yu Qiao Chao Dong SupR 25 18 0 01 Aug 2021
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 310 2,896 0 15 Sep 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 307 39,238 0 01 Sep 2014