Reflash Dropout in Image Super-Resolution

22 December 2021

Xiangtao Kong

Xina Liu

Jinjin Gu

Yu Qiao

Chao Dong

UQCV

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Papers citing "Reflash Dropout in Image Super-Resolution"

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Title
UniCon: Unidirectional Information Flow for Effective Control of Large-Scale Diffusion Models Fanghua Yu Jinjin Gu Jinfan Hu Zheyuan Li Chao Dong DiffM 55 0 0 21 Mar 2025
Beyond Overfitting: Doubly Adaptive Dropout for Generalizable AU Detection Yong Li Yi Ren Xuesong Niu Y. Ding Xiu-Shen Wei Cuntai Guan 43 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 46 0 0 18 Feb 2025
Beyond Pixels: Text Enhances Generalization in Real-World Image Restoration Haoze Sun W. J. Li Jiaheng Liu Kaiwen Zhou Yongqiang Chen Yong Guo Yunshui Li Renjing Pei Long Peng Yuqing Yang DiffM 76 1 0 01 Dec 2024
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 43 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 46 2 0 27 Aug 2024
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing Yiwei Ma Jiayi Ji Ke Ye Weihuang Lin Zhibin Wang Yonghan Zheng Qiang-feng Zhou Xiaoshuai Sun Rongrong Ji 46 6 0 26 Aug 2024
Blind Super-Resolution via Meta-learning and Markov Chain Monte Carlo Simulation Jingyuan Xia Zhixiong Yang Shengxi Li Shuanghui Zhang Yaowen Fu Deniz Gündüz Xiang Li SupR BDL 31 24 0 13 Jun 2024
Federated Learning for Blind Image Super-Resolution Brian B. Moser Ahmed Anwar Federico Raue Stanislav Frolov Andreas Dengel 44 2 0 26 Apr 2024
BatSort: Enhanced Battery Classification with Transfer Learning for Battery Sorting and Recycling Yunyi Zhao Wei Zhang Erhai Hu Qingyu Yan Cheng Xiang King Jet Tseng Dusit Niyato 31 2 0 08 Apr 2024
Navigating Beyond Dropout: An Intriguing Solution Towards Generalizable Image Super Resolution Hongjun Wang Jiyuan Chen Yinqiang Zheng Tieyong Zeng OOD 38 2 0 29 Feb 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 32 129 0 24 Jan 2024
HAT: Hybrid Attention Transformer for Image Restoration Xiangyu Chen Xintao Wang Wenlong Zhang Xiangtao Kong Yu Qiao Jiantao Zhou Chao Dong 29 44 0 11 Sep 2023
SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution Wenlong Zhang Xiaohui Li Xiangyu Chen Yu Qiao Xiao-Ming Wu Chao Dong 26 9 0 06 Sep 2023
StarSRGAN: Improving Real-World Blind Super-Resolution K. Vo Len T. Bui 31 5 0 30 Jul 2023
SuperInpaint: Learning Detail-Enhanced Attentional Implicit Representation for Super-resolutional Image Inpainting Canyu Zhang Qing Guo Xiaoguang Li Renjie Wan Hongkai Yu Ivor Tsang Song Wang SupR 48 4 0 26 Jul 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
SwinFSR: Stereo Image Super-Resolution using SwinIR and Frequency Domain Knowledge Ke-Jia Chen Liangyan Li Huan Liu Yunzhe Li Congling Tang Jun Chen 34 14 0 25 Apr 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
I2V: Towards Texture-Aware Self-Supervised Blind Denoising using Self-Residual Learning for Real-World Images Kanggeun Lee K. Lee Won-Ki Jeong 35 0 0 21 Feb 2023
MTS-Mixers: Multivariate Time Series Forecasting via Factorized Temporal and Channel Mixing Zhe Li Zhongwen Rao Lujia Pan Zenglin Xu AI4TS 33 61 0 09 Feb 2023
Cross Aggregation Transformer for Image Restoration Zheng Chen Yulun Zhang Jinjin Gu Yongbing Zhang L. Kong X. Yuan ViT 33 142 0 24 Nov 2022
N-Gram in Swin Transformers for Efficient Lightweight Image Super-Resolution Haram Choi Jeong-Sik Lee Jihoon Yang ViT 26 75 0 21 Nov 2022
MogaNet: Multi-order Gated Aggregation Network Siyuan Li Zedong Wang Zicheng Liu Cheng Tan Haitao Lin Di Wu Zhiyuan Chen Jiangbin Zheng Stan Z. Li 26 55 0 07 Nov 2022
ITSRN++: Stronger and Better Implicit Transformer Network for Continuous Screen Content Image Super-Resolution Sheng Shen Huanjing Yue Jingyu Yang Kun Li SupR 25 3 0 17 Oct 2022
Super-Resolution by Predicting Offsets: An Ultra-Efficient Super-Resolution Network for Rasterized Images Jinjin Gu Haoming Cai Chenyu Dong Ruofan Zhang Yulun Zhang Wenming Yang Chun Yuan SupR 25 3 0 09 Oct 2022
Accurate Image Restoration with Attention Retractable Transformer Jiale Zhang Yulun Zhang Jinjin Gu Yongbing Zhang L. Kong X. Yuan ViT 36 96 0 04 Oct 2022
Towards Lightweight Super-Resolution with Dual Regression Learning Yong Guo Mingkui Tan Zeshuai Deng Jingdong Wang Qi Chen Jingyun Liang Yanwu Xu Jian Chen SupR 16 11 0 16 Jul 2022
Evaluating the Generalization Ability of Super-Resolution Networks Yihao Liu Hengyuan Zhao Jinjin Gu Yu Qiao Chao Dong 14 24 0 14 May 2022
Activating More Pixels in Image Super-Resolution Transformer Xiangyu Chen Xintao Wang Jiantao Zhou Yu Qiao Chao Dong ViT 79 602 0 09 May 2022
NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results Ren Yang Radu Timofte Mei Zheng Qunliang Xing Minglang Qiao ... Yulin Huang Junying Chen I. Lee Sunder Ali Khowaja Jiseok Yoon SupR 36 33 0 20 Apr 2022
NAFSSR: Stereo Image Super-Resolution Using NAFNet Xiaojie Chu Liangyu Chen Wenqing Yu SupR 16 115 0 19 Apr 2022
Towards Practical Certifiable Patch Defense with Vision Transformer Zhaoyu Chen Bo-wen Li Jianghe Xu Shuang Wu Shouhong Ding Wenqiang Zhang AAML ViT 35 66 0 16 Mar 2022
Attention in Attention Network for Image Super-Resolution Haoyu Chen Jinjin Gu Zhi-Li Zhang SupR 31 67 0 19 Apr 2021
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,145 0 06 Jun 2015
To Drop or Not to Drop: Robustness, Consistency and Differential Privacy Properties of Dropout Prateek Jain Vivek Kulkarni Abhradeep Thakurta Oliver Williams 49 30 0 06 Mar 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012