Towards Generalization on Real Domain for Single Image Dehazing via Meta-Learning

14 November 2022

Wenqi Ren

Papers citing "Towards Generalization on Real Domain for Single Image Dehazing via Meta-Learning"

35 / 35 papers shown

Title
MonoViT: Self-Supervised Monocular Depth Estimation with a Vision Transformer Chaoqiang Zhao Youming Zhang Matteo Poggi Fabio Tosi Xianda Guo Zheng Zhu Guan Huang Yang Tang S. Mattoccia ViT MDE 69 184 0 06 Aug 2022
Meta-Learning Regrasping Strategies for Physical-Agnostic Objects Ni Gao Jingyu Zhang Ruijie Chen Ngo Anh Vien Hanna Ziesche Gerhard Neumann 79 10 0 23 May 2022
Learn to Adapt for Monocular Depth Estimation Qi Sun Gary G. Yen Yang Tang Chaoqiang Zhao MDE 64 4 0 26 Mar 2022
What Matters For Meta-Learning Vision Regression Tasks? Ni Gao Hanna Ziesche Ngo Anh Vien Michael Volpp Gerhard Neumann VLM 43 29 0 09 Mar 2022
Contrastive Conditional Neural Processes Zesheng Ye Lina Yao UQCV 72 12 0 08 Mar 2022
Unsupervised Monocular Depth Estimation in Highly Complex Environments Chaoqiang Zhao Yang Tang Qiyu Sun MDE 68 45 0 28 Jul 2021
Unbalanced Feature Transport for Exemplar-based Image Translation Fangneng Zhan Yingchen Yu Kaiwen Cui Gong-Duo Zhang Shijian Lu Jianxiong Pan Changgong Zhang Feiying Ma Xuansong Xie Chunyan Miao DiffM OT 45 62 0 19 Jun 2021
Contrastive Learning for Compact Single Image Dehazing Haiyan Wu Yanyun Qu Shaohui Lin Jingren Zhou Ruizhi Qiao Zhizhong Zhang Yuan Xie Lizhuang Ma 175 579 0 19 Apr 2021
A Survey of Deep Meta-Learning Mike Huisman Jan N. van Rijn Aske Plaat 180 333 0 07 Oct 2020
Nighttime Dehazing with a Synthetic Benchmark Jing Zhang Yang Cao Zhengjun Zha Dacheng Tao 50 120 0 10 Aug 2020
Adaptive Risk Minimization: Learning to Adapt to Domain Shift Marvin Zhang Henrik Marklund Nikita Dhawan Abhishek Gupta Sergey Levine Chelsea Finn OOD 60 205 0 06 Jul 2020
Domain Adaptation for Image Dehazing Yuanjie Shao Lerenhan Li Wenqi Ren Changxin Gao Nong Sang 59 307 0 10 May 2020
NH-HAZE: An Image Dehazing Benchmark with Non-Homogeneous Hazy and Haze-Free Images C. Ancuti Cosmin Ancuti Radu Timofte 77 281 0 07 May 2020
Multi-Scale Boosted Dehazing Network with Dense Feature Fusion Hang Dong Jin-shan Pan Lei Xiang Zhe Hu Xinyi Zhang Fei Wang Ming-Hsuan Yang 81 688 0 28 Apr 2020
Cross-domain Correspondence Learning for Exemplar-based Image Translation Peiying Zhang Bo Zhang Dong Chen Lu Yuan Fang Wen 82 240 0 12 Apr 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey Chongzhen Zhang Jianrui Wang Gary G. Yen Chaoqiang Zhao Qiyu Sun Yang Tang Feng Qian Jürgen Kurths AAML 73 20 0 29 Mar 2020
Meta-Transfer Learning for Zero-Shot Super-Resolution Jae Woong Soh Sunwoo Cho N. Cho SupR 79 284 0 27 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 387 18,866 0 13 Feb 2020
FD-GAN: Generative Adversarial Networks with Fusion-discriminator for Single Image Dehazing Yu Dong Yihao Liu He Zhang Shifeng Chen Yu Qiao 58 236 0 20 Jan 2020
Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey Yang Tang Chaoqiang Zhao Jianrui Wang Chongzhen Zhang Qiyu Sun Weixing Zheng W. Du Feng Qian Jürgen Kurths 91 74 0 08 Jan 2020
FFA-Net: Feature Fusion Attention Network for Single Image Dehazing Xu Qin Zhiling Wang Yuanchao Bai Xiaodong Xie Huizhu Jia 93 1,350 0 18 Nov 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 213 12,124 0 13 Nov 2019
GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing Xiaohong Liu Yongrui Ma Zhihao Shi Jun Chen 98 754 0 08 Aug 2019
Fast Underwater Image Enhancement for Improved Visual Perception M. Islam Youya Xia Junaed Sattar GAN 53 901 0 23 Mar 2019
Self-Supervised Generalisation with Meta Auxiliary Learning Shikun Liu Andrew J. Davison Edward Johns SSL OOD 50 163 0 25 Jan 2019
Conditional Neural Processes M. Garnelo Dan Rosenbaum Chris J. Maddison Tiago Ramalho D. Saxton Murray Shanahan Yee Whye Teh Danilo Jimenez Rezende S. M. Ali Eslami UQCV BDL 88 705 0 04 Jul 2018
O-HAZE: a dehazing benchmark with real hazy and haze-free outdoor images C. Ancuti Cosmin Ancuti Radu Timofte Christophe De Vleeschouwer 81 503 0 13 Apr 2018
YOLOv3: An Incremental Improvement Joseph Redmon Ali Farhadi ObjD 130 21,482 0 08 Apr 2018
Densely Connected Pyramid Dehazing Network He Zhang Vishal M. Patel 80 918 0 22 Mar 2018
The Contextual Loss for Image Transformation with Non-Aligned Data Roey Mechrez Itamar Talmi Lihi Zelnik-Manor 169 388 0 06 Mar 2018
Benchmarking Single Image Dehazing and Beyond Boyi Li Wenqi Ren Dengpan Fu Dacheng Tao Dan Feng Wenjun Zeng Zhangyang Wang VLM 72 1,539 0 12 Dec 2017
Semantic Foggy Scene Understanding with Synthetic Data Daniel Gehrig Dengxin Dai Luc Van Gool 101 1,107 0 25 Aug 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 829 11,943 0 09 Mar 2017
DehazeNet: An End-to-End System for Single Image Haze Removal Bolun Cai Xiangmin Xu Kui Jia Chunmei Qing Dacheng Tao 205 2,437 0 28 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,426 0 10 Dec 2015