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Self-supervised Domain Adaptation for Computer Vision Tasks

IEEE Access (IEEE Access), 2019

25 July 2019

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Papers citing "Self-supervised Domain Adaptation for Computer Vision Tasks"

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Title
DA4Event: towards bridging the Sim-to-Real Gap for Event Cameras using Domain AdaptationIEEE Robotics and Automation Letters (RA-L), 2021 M. Planamente Chiara Plizzari Marco Cannici Marco Ciccone Francesco Strada A. Bottino Matteo Matteucci Barbara Caputo 138 21 0 23 Mar 2021
Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and ConsistencyBritish Machine Vision Conference (BMVC), 2021 Samarth Mishra Kate Saenko Venkatesh Saligrama 157 30 0 29 Jan 2021
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2021 Pan Zhang Bo Zhang Ting Zhang Dong Chen Yong Wang Fang Wen 357 551 0 26 Jan 2021
Rethinking Domain Generalization BaselinesInternational Conference on Pattern Recognition (ICPR), 2021 Francesco Cappio Borlino A. DÍnnocente Tatiana Tommasi OOD 219 43 0 22 Jan 2021
Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling TransferIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Jian Liang Dapeng Hu Yunbo Wang Ran He Jiashi Feng 303 315 0 14 Dec 2020
Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion AdaptationIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2020 Sicheng Zhao Xuanbai Chen Xiangyu Yue Chuang Lin Pengfei Xu Ravi Krishna Jufeng Yang Guiguang Ding Alberto L. Sangiovanni-Vincentelli Kurt Keutzer GAN 124 20 0 25 Nov 2020
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple SourcesThe Web Conference (WWW), 2020 Sicheng Zhao Yang Xiao Jiang Guo Xiangyu Yue Jufeng Yang Ravi Krishna Pengfei Xu Kurt Keutzer 232 19 0 17 Nov 2020
Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations Marvin Klingner Jan-Aike Termöhlen Jacob Ritterbach Tim Fingscheidt 280 42 0 17 Nov 2020
Self-Supervised Domain Adaptation with Consistency Training Liang Xiao J. Xu D. Zhao Z. Wang L. Wang Y. Nie B. Dai 109 16 0 15 Oct 2020
Domain Agnostic Learning for Unbiased Authentication Jian Liang Yuren Cao Shuang Li Bing Bai Hao Li Haiwei Yang Kun Bai OOD 165 0 0 11 Oct 2020
Open-Set Hypothesis Transfer with Semantic ConsistencyIEEE Transactions on Image Processing (TIP), 2020 Zeyu Feng Chang Xu Dacheng Tao 128 16 0 01 Oct 2020
A Review of Single-Source Deep Unsupervised Visual Domain AdaptationIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020 Sicheng Zhao Xiangyu Yue Shanghang Zhang Yue Liu Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia Kurt Keutzer 300 308 0 01 Sep 2020
Action-Based Representation Learning for Autonomous Driving Yi Xiao Felipe Codevilla C. Pal Antonio M. López 198 10 0 21 Aug 2020
Co-training for On-board Deep Object DetectionIEEE Access (IEEE Access), 2020 Gabriel Villalonga A. Peña VLM ObjD 117 6 0 12 Aug 2020
On the Effectiveness of Image Rotation for Open Set Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2020 S. Bucci Mohammad Reza Loghmani Tatiana Tommasi 206 175 0 24 Jul 2020
One-Shot Unsupervised Cross-Domain Detection A. DÍnnocente Francesco Cappio Borlino S. Bucci Barbara Caputo Tatiana Tommasi ObjD 103 36 0 23 May 2020
Empirical Bayes Transductive Meta-Learning with Synthetic GradientsInternational Conference on Learning Representations (ICLR), 2020 S. Hu Pablo G. Moreno Yanghua Xiao Xin Shen G. Obozinski Neil D. Lawrence Andreas C. Damianou BDL 185 135 0 27 Apr 2020
Unsupervised Domain Adaptation through Inter-modal Rotation for RGB-D Object Recognition Mohammad Reza Loghmani Yu Sun Eric Tzeng Trevor Darrell Alexei A. Efros Markus Vincze 159 34 0 21 Apr 2020
Joint Supervised and Self-Supervised Learning for 3D Real-World ChallengesInternational Conference on Pattern Recognition (ICPR), 2020 A. Alliegro Davide Boscaini Tatiana Tommasi 3DPC SSL 153 43 0 15 Apr 2020
AdaStereo: A Simple and Efficient Approach for Adaptive Stereo MatchingComputer Vision and Pattern Recognition (CVPR), 2020 Xiao-yang Song Guorun Yang Xinge Zhu Hui Zhou Zhe Wang Jianping Shi 176 76 0 09 Apr 2020
Cross-domain Self-supervised Learning for Domain Adaptation with Few Source Labels Donghyun Kim Kuniaki Saito Tae-Hyun Oh Bryan A. Plummer Stan Sclaroff Kate Saenko SSL 109 48 0 18 Mar 2020
MADAN: Multi-source Adversarial Domain Aggregation Network for Domain AdaptationInternational Journal of Computer Vision (IJCV), 2020 Sicheng Zhao Yue Liu Xiangyu Yue Pengfei Xu Kurt Keutzer OOD 200 71 0 19 Feb 2020
Secure and Robust Machine Learning for Healthcare: A SurveyIEEE Reviews in Biomedical Engineering (RBME), 2020 A. Qayyum Junaid Qadir Muhammad Bilal Ala I. Al-Fuqaha AAML OOD 208 435 0 21 Jan 2020
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 724 5,007 0 17 Feb 2017