Learning Real-World Image De-Weathering with Imperfect Supervision

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Learning Real-World Image De-Weathering with Imperfect Supervision

23 October 2023

Wangmeng Zuo

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Papers citing "Learning Real-World Image De-Weathering with Imperfect Supervision"

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Title
UniRestorer: Universal Image Restoration via Adaptively Estimating Image Degradation at Proper Granularity Jingbo Lin Zhilu Zhang Wenbo Li Renjing Pei Hang Xu Hongzhi Zhang Wangmeng Zuo 112 1 0 28 Dec 2024
Learning A Sparse Transformer Network for Effective Image Deraining Xiang Chen Hao‐Ran Li Mingqiang Li Jin-shan Pan ViT 107 235 0 21 Mar 2023
Image-to-Image Translation for Autonomous Driving from Coarsely-Aligned Image Pairs Youya Xia Josephine Monica Wei-Lun Chao Bharath Hariharan Kilian Q. Weinberger Mark E. Campbell 63 12 0 23 Sep 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity Yuntong Ye C. Yu Yi Chang Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 68 51 0 22 Mar 2022
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 182 2,249 0 18 Nov 2021
Unpaired Deep Image Deraining Using Dual Contrastive Learning Xiang Chen Jin-shan Pan Kui Jiang Yufeng Li Yufeng Huang Caihua Kong Longgang Dai Zhe-Cheng Fan SSL 91 138 0 07 Sep 2021
Semi-Supervised Image Deraining using Gaussian Processes R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 121 22 0 25 Sep 2020
EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining Qing Guo Jingyang Sun Felix Juefei Xu Lei Ma Xiaofei Xie Wei Feng Yang Liu 67 102 0 19 Sep 2020
Heavy Rain Image Restoration: Integrating Physics Model and Conditional Adversarial Learning Ruoteng Li L. Cheong R. Tan 86 353 0 10 Apr 2019
Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset Tianyu Wang Xin Yang Ke Xu Shaozhe Chen Qiang Zhang Rynson W. H. Lau 82 532 0 02 Apr 2019
Density-aware Single Image De-raining using a Multi-stream Dense Network He Zhang Vishal M. Patel 120 857 0 21 Feb 2018
Benchmarking Single Image Dehazing and Beyond Boyi Li Wenqi Ren Dengpan Fu Dacheng Tao Dan Feng Wenjun Zeng Zhangyang Wang VLM 74 1,548 0 12 Dec 2017
Attentive Generative Adversarial Network for Raindrop Removal from a Single Image Rui Qian R. Tan Wenhan Yang Jiajun Su Jiaying Liu GAN 114 637 0 28 Nov 2017
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume Deqing Sun Xiaodong Yang Ming-Yuan Liu Jan Kautz 3DPC 280 2,450 0 07 Sep 2017
DesnowNet: Context-Aware Deep Network for Snow Removal Yun-Fu Liu Da-Wei Jaw Shih-Chia Huang Lei Li 67 334 0 15 Aug 2017
Deep Learning and the Information Bottleneck Principle Naftali Tishby Noga Zaslavsky DRL 220 1,595 0 09 Mar 2015