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Domain Adaptation for Structured Output via Discriminative Patch Representations

16 January 2019

Papers citing "Domain Adaptation for Structured Output via Discriminative Patch Representations"

50 / 126 papers shown

Title
Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation Adriano Cardace Luca de Luigi Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 128 20 0 13 Oct 2021
Domain Adaptive Semantic Segmentation without Source Data Fuming You Jingjing Li Lei Zhu Ke Lu Zhi Chen Zi Huang 79 54 0 13 Oct 2021
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 250 224 0 07 Oct 2021
Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries Adriano Cardace Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano OOD 96 17 0 06 Oct 2021
MetaPix: Domain Transfer for Semantic Segmentation by Meta Pixel Weighting Yiren Jian Chongyang Gao 87 4 0 05 Oct 2021
WEDGE: Web-Image Assisted Domain Generalization for Semantic Segmentation Nam-Won Kim Taeyoung Son Jaehyun Pahk Cuiling Lan Wenjun Zeng Suha Kwak GAN 133 26 0 29 Sep 2021
Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer Hongruixuan Chen Chen Wu Yonghao Xu Bo Du 96 9 0 18 Sep 2021
Learning Cross-modal Contrastive Features for Video Domain Adaptation Donghyun Kim Yi-Hsuan Tsai Bingbing Zhuang Xiang Yu Stan Sclaroff Kate Saenko Manmohan Chandraker 90 73 0 26 Aug 2021
Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room V. Srivastav A. Gangi N. Padoy OOD 83 11 0 26 Aug 2021
Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Amit Singh Varun Jampani R. Venkatesh Babu TTA 76 124 0 25 Aug 2021
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 70 43 0 16 Aug 2021
Context-Aware Mixup for Domain Adaptive Semantic Segmentation Qianyu Zhou Zhengyang Feng Qiqi Gu Jiangmiao Pang Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma 136 131 0 08 Aug 2021
Self-Adversarial Disentangling for Specific Domain Adaptation Qianyu Zhou Qiqi Gu Jiangmiao Pang Xuequan Lu Lizhuang Ma 141 50 0 08 Aug 2021
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation Thanh-Dat Truong C. Duong Ngan Le Son Lam Phung Chase Rainwater Khoa Luu 127 40 0 06 Aug 2021
Road Scenes Segmentation Across Different Domains by Disentangling Latent Representations F. Barbato Umberto Michieli Marco Toldo Pietro Zanuttigh 93 8 0 06 Aug 2021
Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation Duo Peng Yinjie Lei Lingqiao Liu Pingping Zhang Jun Liu 77 76 0 05 Aug 2021
Multilevel Knowledge Transfer for Cross-Domain Object Detection Botos Csaba Xiaojuan Qi Arslan Chaudhry P. Dokania Philip Torr OOD 99 8 0 02 Aug 2021
ADeLA: Automatic Dense Labeling with Attention for Viewpoint Adaptation in Semantic Segmentation Yanchao Yang Hanxiang Ren He Wang Bokui Shen Qingnan Fan Youyi Zheng Chenxi Liu Leonidas Guibas 60 0 0 29 Jul 2021
Adversarial Unsupervised Domain Adaptation with Conditional and Label Shift: Infer, Align and Iterate Xiaofeng Liu Zhenhua Guo Site Li Fangxu Xing J. You C.-C. Jay Kuo Xiaofeng Liu Jonghye Woo 123 74 0 28 Jul 2021
Personalized Image Semantic Segmentation Yu Zhang Chang-Bin Zhang Peng-Tao Jiang Mingg-Ming Cheng Feng Mao 125 4 0 24 Jul 2021
Domain Adaptive Video Segmentation via Temporal Consistency Regularization Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 72 38 0 23 Jul 2021
Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation Fabrizio J. Piva Gijs Dubbelman 57 14 0 13 Jul 2021
Multi-Target Domain Adaptation with Collaborative Consistency Learning Takashi Isobe Xu Jia Shuaijun Chen Jianzhong He Yongjie Shi Jian-zhuo Liu Huchuan Lu Shengjin Wang 92 88 0 07 Jun 2021
Category Contrast for Unsupervised Domain Adaptation in Visual Tasks Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu Ling Shao CML 143 128 0 05 Jun 2021
RDA: Robust Domain Adaptation via Fourier Adversarial Attacking Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu AAML 113 77 0 05 Jun 2021
Unsupervised Domain Adaptation of Object Detectors: A Survey Poojan Oza Vishwanath A. Sindagi Vibashan Vs Vishal M. Patel OOD ObjD 119 184 0 27 May 2021
PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training Luke Melas-Kyriazi Arjun K. Manrai 70 118 0 17 May 2021
Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation Suman Saha Anton Obukhov D. Paudel Menelaos Kanakis Yuhua Chen Stamatios Georgoulis Luc Van Gool OOD 81 58 0 17 May 2021
Self-supervised Augmentation Consistency for Adapting Semantic Segmentation Nikita Araslanov Stefan Roth 95 231 0 30 Apr 2021
Domain adaptation based self-correction model for COVID-19 infection segmentation in CT images Qiangguo Jin Hui Cui Changming Sun Zhaopeng Meng Leyi Wei R. Su OOD MedIm 102 48 0 20 Apr 2021
Latent Space Regularization for Unsupervised Domain Adaptation in Semantic Segmentation F. Barbato Marco Toldo Umberto Michieli Pietro Zanuttigh 88 20 0 06 Apr 2021
Geometric Unsupervised Domain Adaptation for Semantic Segmentation Vitor Campagnolo Guizilini Jie Li Rares Andrei Ambrus Adrien Gaidon MDE 66 40 0 30 Mar 2021
Source-Free Domain Adaptation for Semantic Segmentation Yuang Liu Wei Zhang Jun Wang 80 256 0 30 Mar 2021
Adaptive Boosting for Domain Adaptation: Towards Robust Predictions in Scene Segmentation Zhedong Zheng Yi Yang 137 30 0 29 Mar 2021
MLAN: Multi-Level Adversarial Network for Domain Adaptive Semantic Segmentation Jiaxing Huang Dayan Guan Shijian Lu Aoran Xiao 77 43 0 24 Mar 2021
Cross-View Regularization for Domain Adaptive Panoptic Segmentation Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 88 58 0 03 Mar 2021
FSDR: Frequency Space Domain Randomization for Domain Generalization Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 105 225 0 03 Mar 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 182 499 0 26 Jan 2021
Energy-constrained Self-training for Unsupervised Domain Adaptation Xiaofeng Liu Bo Hu Xiongchang Liu Jun Lu J. You Lingsheng Kong 136 29 0 01 Jan 2021
Unsupervised Domain Adaptation for Semantic Segmentation by Content Transfer Suhyeon Lee Junhyuk Hyun Hongje Seong Euntai Kim 56 46 0 23 Dec 2020
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery XueQing Deng Yi Zhu Yuxin Tian Shawn D. Newsam 114 25 0 08 Dec 2020
Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation Jiahua Dong Yang Cong Gan Sun Yunsheng Yang Xiaowei Xu Zhengming Ding MedIm 79 36 0 08 Dec 2020
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 91 44 0 25 Nov 2020
Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation Guoliang Kang Yunchao Wei Yi Yang Yueting Zhuang Alexander G. Hauptmann 90 113 0 31 Oct 2020
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification Oren Nuriel Sagie Benaim Lior Wolf 86 91 0 09 Oct 2020
Affinity Space Adaptation for Semantic Segmentation Across Domains Wei Zhou Yukang Wang Jiajia Chu Jiehua Yang X. Bai Yongchao Xu 56 60 0 26 Sep 2020
Instance Adaptive Self-Training for Unsupervised Domain Adaptation Ke Mei Chuang Zhu Jiaqi Zou Shanghang Zhang 87 308 0 27 Aug 2020
CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation Jiahua Dong Yang Cong Gan Sun Yuyang Liu Xiaowei Xu 86 42 0 24 Aug 2020
Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector Cheng-Chun Hsu Yi-Hsuan Tsai Yen-Yu Lin Ming-Hsuan Yang ObjD 73 204 0 19 Aug 2020
Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose Estimation Xixia Xu Qi Zou Xue Lin 3DH OOD 31 2 0 13 Aug 2020