Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity

22 March 2022

Yonghong Tian

Papers citing "Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity"

29 / 29 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 61 0 0 24 Mar 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 95 3 0 20 Feb 2025
Unsupervised Network for Single Image Raindrop Removal Huijiao Wang Shenghao Zhao Lei Yu Xulei Yang 74 0 0 04 Dec 2024
Data-free Distillation with Degradation-prompt Diffusion for Multi-weather Image Restoration Pei Wang Xiaotong Luo Yuan Xie Yanyun Qu DiffM 52 1 0 05 Sep 2024
Real-Time Multi-Scene Visibility Enhancement for Promoting Navigational Safety of Vessels Under Complex Weather Conditions R. W. Liu Yuxu Lu Yuan Gao Yu Guo Wenqi Ren F. Zhu Fei Wang 57 1 0 02 Sep 2024
Re-boosting Self-Collaboration Parallel Prompt GAN for Unsupervised Image Restoration Xin Lin Yuyan Zhou Jingtong Yue Chao Ren Kelvin C. K. Chan Lu Qi Ming Yang 37 1 0 17 Aug 2024
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining Chen Zhao Weiling Cai Chengwei Hu Zheng Yuan GAN 40 0 0 16 Jul 2024
Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains Wu Ran Peirong Ma Zhiquan He Hao Ren Hong-wei Lu 45 4 0 18 Apr 2024
TRG-Net: An Interpretable and Controllable Rain Generator Zhiqian Pang Hong Wang Qi Xie Deyu Meng Zongben Xu 40 0 0 15 Mar 2024
Decoupling Degradation and Content Processing for Adverse Weather Image Restoration Xi Wang Xueyang Fu Peng-Tao Jiang Jie Huang Mi Zhou Bo-wen Li Zheng-Jun Zha 24 1 0 08 Dec 2023
Single Image Reflection Removal with Reflection Intensity Prior Knowledge Dongshen Han Seungkyu Lee Chaoning Zhang Heechan Yoon Hyukmin Kwon HyunCheol Kim Hyongon Choo 19 0 0 06 Dec 2023
Learning Real-World Image De-Weathering with Imperfect Supervision Xiaohui Liu Zhilu Zhang Xiaohe Wu Chaoyu Feng Xiaotao Wang Lei Lei Wangmeng Zuo 23 3 0 23 Oct 2023
Towards Unified Deep Image Deraining: A Survey and A New Benchmark Xiang Chen Jin-shan Pan Jiangxin Dong Jinhui Tang 39 19 0 05 Oct 2023
DA-RAW: Domain Adaptive Object Detection for Real-World Adverse Weather Conditions Minsik Jeon Junwon Seo Jihong Min 18 0 0 15 Sep 2023
Learning from History: Task-agnostic Model Contrastive Learning for Image Restoration Gang Wu Junjun Jiang Kui Jiang Xianming Liu VLM 16 12 0 12 Sep 2023
From Sky to the Ground: A Large-scale Benchmark and Simple Baseline Towards Real Rain Removal Yun Guo Xu Xiao Yi Chang Shumin Deng Luxin Yan 18 21 0 07 Aug 2023
Uni-Removal: A Semi-Supervised Framework for Simultaneously Addressing Multiple Degradations in Real-World Images Yongheng Zhang Danfeng Yan Yuanqiang Cai 27 0 0 11 Jul 2023
FreeDrag: Feature Dragging for Reliable Point-based Image Editing Pengyang Ling Lin Chen Pan Zhang H. Chen Yi Jin Jinjin Zheng DiffM 34 15 0 10 Jul 2023
Sparsity-Aware Optimal Transport for Unsupervised Restoration Learning Fei Wen Wei Wang Wenxian Yu 19 0 0 29 Apr 2023
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity Yi Chang Yun Guo Yuntong Ye C. Yu Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 37 16 0 02 Nov 2022
UCL-Dehaze: Towards Real-world Image Dehazing via Unsupervised Contrastive Learning Yongzhen Wang Xu Yan F. Wang H. Xie Wenhan Yang Mingqiang Wei J. Qin 28 48 0 04 May 2022
Detail-recovery Image Deraining via Dual Sample-augmented Contrastive Learning Yiyang Shen Ming-yue Wei Sen Deng Wenhan Yang Yongzhen Wang Xiaoping Zhang Hao Wu J. Qin OffRL 39 3 0 06 Apr 2022
Contrastive Learning for Compact Single Image Dehazing Haiyan Wu Yanyun Qu Shaohui Lin Jingren Zhou Ruizhi Qiao Zhizhong Zhang Yuan Xie Lizhuang Ma 133 565 0 19 Apr 2021
Self-supervised Co-training for Video Representation Learning Tengda Han Weidi Xie Andrew Zisserman SSL 215 309 0 19 Oct 2020
Contrastive Representation Learning: A Framework and Review Phúc H. Lê Khắc Graham Healy Alan F. Smeaton SSL AI4TS 178 686 0 10 Oct 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 270 3,375 0 09 Mar 2020
Non-Local Recurrent Network for Image Restoration Ding Liu B. Wen Yuchen Fan Chen Change Loy Thomas S. Huang SupR 140 628 0 07 Jun 2018
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 212 19,455 0 21 Nov 2016
Deep Joint Rain Detection and Removal from a Single Image Wenhan Yang R. Tan Jiashi Feng Jiaying Liu Zongming Guo Shuicheng Yan 146 989 0 25 Sep 2016