Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation

14 July 2022

Yabiao Wang

Ying Tai

Chengjie Wang

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Papers citing "Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation"

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Title
Prompt-Driven Building Footprint Extraction in Aerial Images with Offset-Building Model Kai Li Yupeng Deng Yun-long Kong Diyou Liu Jingbo Chen Yu Meng Junxian Ma Chenhao Wang 199 1 0 25 Oct 2023
Condition-Invariant Semantic Segmentation Daniel Gehrig David Brüggemann Feng Yu Luc Van Gool 176 5 0 27 May 2023
STC: Spatio-Temporal Contrastive Learning for Video Instance Segmentation Zhengkai Jiang Zhangxuan Gu Jinlong Peng Hang Zhou Liang Liu Yabiao Wang Ying Tai Chengjie Wang Liqing Zhang 61 13 0 08 Feb 2022
PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation Qiqi Gu Qianyu Zhou Minghao Xu Zhengyang Feng Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma ViT 67 43 0 16 Aug 2021
Self-Adversarial Disentangling for Specific Domain Adaptation Qianyu Zhou Qiqi Gu Jiangmiao Pang Xuequan Lu Lizhuang Ma 101 49 0 08 Aug 2021
Semantic Distribution-aware Contrastive Adaptation for Semantic Segmentation Shuang Li Binhui Xie Bin Zang Chi Harold Liu Xinjing Cheng Ruigang Yang Guoren Wang 47 27 0 11 May 2021
Contrastive Learning and Self-Training for Unsupervised Domain Adaptation in Semantic Segmentation Robert A. Marsden Alexander Bartler Mario Döbler Binh Yang SSL 52 27 0 05 May 2021
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation Nikita Araslanov Stefan Roth 86 231 0 30 Apr 2021
Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning Weizhe Liu David Ferstl S. Schulter L. Zebedin Pascal Fua C. Leistner 149 38 0 22 Apr 2021
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation Pan Zhang Bo Zhang Ting Zhang Dong Chen Yong Wang Fang Wen 170 496 0 26 Jan 2021
Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer Suhyeon Lee Junhyuk Hyun Hongje Seong Euntai Kim 48 46 0 23 Dec 2020
Affinity Space Adaptation for Semantic Segmentation Across Domains Wei Zhou Yukang Wang Jiajia Chu Jiehua Yang X. Bai Yongchao Xu 52 60 0 26 Sep 2020
Instance Adaptive Self-Training for Unsupervised Domain Adaptation Ke Mei Chuang Zhu Jiaqi Zou Shanghang Zhang 71 307 0 27 Aug 2020
Domain Adaptive Semantic Segmentation Using Weak Labels S. Paul Yi-Hsuan Tsai S. Schulter Amit K. Roy-Chowdhury Manmohan Chandraker 59 91 0 30 Jul 2020
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation M.Naseer Subhani Mohsen Ali 54 69 0 28 Jul 2020
Classes Matter: A Fine-grained Adversarial Approach to Cross-domain Semantic Segmentation Haoran Wang T. Shen Wei Zhang Lingyu Duan Tao Mei 68 289 0 17 Jul 2020
DACS: Domain Adaptation via Cross-domain Mixed Sampling Wilhelm Tranheden Viktor Olsson Juliano Pinto Lennart Svensson 93 358 0 17 Jul 2020
Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation Jiaxing Huang Shijian Lu Dayan Guan Xiaobing Zhang 147 125 0 05 Jul 2020
ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation A. Saporta Tuan-Hung Vu Matthieu Cord P. Pérez 45 47 0 15 Jun 2020
Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision Fei Pan Inkyu Shin François Rameau Seokju Lee In So Kweon SSL 76 372 0 16 Apr 2020
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation Zhedong Zheng Yi Yang NoLa 236 504 0 08 Mar 2020
Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation Myeongjin Kim H. Byun OOD 66 277 0 02 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 366 18,752 0 13 Feb 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 493 42,449 0 03 Dec 2019
Momentum Contrast for Unsupervised Visual Representation Learning Kaiming He Haoqi Fan Yuxin Wu Saining Xie Ross B. Girshick SSL 199 12,074 0 13 Nov 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 390 3,614 0 20 Aug 2019
Bidirectional Learning for Domain Adaptation of Semantic Segmentation Yunsheng Li Lu Yuan Nuno Vasconcelos SSeg 93 627 0 24 Apr 2019
Domain Adaptation for Structured Output via Discriminative Patch Representations Yi-Hsuan Tsai Kihyuk Sohn S. Schulter Manmohan Chandraker OOD 81 320 0 16 Jan 2019
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 128 1,295 0 30 Nov 2018
Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation Yawei Luo Liang Zheng T. Guan Junqing Yu Yi Yang OOD 69 719 0 25 Sep 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 137 1,545 0 28 Feb 2018
Image to Image Translation for Domain Adaptation Zak Murez Soheil Kolouri D. Kriegman R. Ramamoorthi Kyungnam Kim OOD 60 529 0 01 Dec 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 142 3,000 0 08 Nov 2017
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Dequan Wang Feng Yu Trevor Darrell OOD 89 789 0 08 Dec 2016
Pyramid Scene Parsing Network Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia VOS SSeg 662 12,015 0 04 Dec 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 772 36,813 0 25 Aug 2016
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 122 2,009 0 07 Aug 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 251 18,240 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 741 37,862 0 20 May 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 1.1K 11,623 0 06 Apr 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 220 5,199 0 10 Feb 2015