v1v2v3 (latest)

Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation

Computer Vision and Pattern Recognition (CVPR), 2020

9 October 2020

Yue Liu

Yezhen Wang

Shanghang Zhang

Dongsheng Li

Papers citing "Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation"

48 / 48 papers shown

Title
Evolving Graph Learning for Out-of-Distribution Generalization in Non-stationary EnvironmentsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Qingyun Sun Jiayi Luo Haonan Yuan Xingcheng Fu Hao Peng Jianxin Li Philip S. Yu 178 0 0 04 Nov 2025
Domain Adaptive Object Detection for Space Applications with Real-Time Constraints Samet Hicsonmez Abd El Rahman Shabayek A. Rathinam Djamila Aouada 89 0 0 22 Sep 2025
SC-GIR: Goal-oriented Semantic Communication via Invariant Representation LearningIEEE Transactions on Mobile Computing (IEEE TMC), 2025 Senura Wanasekara Van-Dinh Nguyen Kok-Seng M.-Duong Nguyen Symeon Chatzinotas O. Dobre 145 1 0 01 Sep 2025
Certainty and Uncertainty Guided Active Domain AdaptationInternational Conference on Information Photonics (ICIP), 2025 Bardia Safaei Vibashan Vs Vishal M. Patel TTA 175 2 0 26 May 2025
Multi-view Structural Convolution Network for Domain-Invariant Point Cloud Recognition of Autonomous Vehicles Younggun Kim Beomsik Cho Beomsik Cho Seonghoon Ryoo Soomok Lee 3DPC 485 0 0 27 Jan 2025
DREAM: Domain-agnostic Reverse Engineering Attributes of Black-box ModelIEEE Transactions on Knowledge and Data Engineering (TKDE), 2024 Rongqing Li Jiaqi Yu Changsheng Li Tong Lu Ye Yuan Guoren Wang MLAU 303 0 0 08 Dec 2024
COD: Learning Conditional Invariant Representation for Domain Adaptation RegressionEuropean Conference on Computer Vision (ECCV), 2024 Hao-Ran Yang Chuan-Xian Ren You-Wei Luo CML AI4CE 192 4 0 13 Aug 2024
How Does Distribution Matching Help Domain Generalization: An Information-theoretic AnalysisIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2024 Yuxin Dong Tieliang Gong Hong Chen Shuangyong Song Weizhan Zhang Chen Li OOD 218 2 0 14 Jun 2024
Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias Wenyu Zhang Qingmu Liu Felix Ong Wei Cong Mohamed Ragab Chuan-Sheng Foo 194 2 0 17 Mar 2024
Cross-dataset domain adaptation for the classification COVID-19 using chest computed tomography images R. Ouni H. Alhichri OOD 151 1 0 14 Nov 2023
Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms Haoxiang Wang Gargi Balasubramaniam Haozhe Si Bo Li Han Zhao OOD 185 2 0 02 Nov 2023
Gradual Domain Adaptation: Theory and Algorithms Yifei He Haoxiang Wang Bo Li Han Zhao CLL 363 17 0 20 Oct 2023
unORANIC: Unsupervised Orthogonalization of Anatomy and Image-Characteristic Features Sebastian Doerrich Francesco Di Salvo C. Ledig 191 3 0 29 Aug 2023
Multi-Scale and Multi-Layer Contrastive Learning for Domain GeneralizationIEEE Transactions on Artificial Intelligence (IEEE TAI), 2023 Aristotelis Ballas Christos Diou OOD 481 14 0 28 Aug 2023
Trustworthy Representation Learning Across Domains Ronghang Zhu Dongliang Guo Daiqing Qi Zhixuan Chu Xiang Yu Sheng Li FaML AI4TS 269 2 0 23 Aug 2023
Domain Transfer Through Image-to-Image Translation for Uncertainty-Aware Prostate Cancer Classification Meng Zhou A. Jamzad J. Izard A. Menard R. Siemens P. Mousavi MedIm 331 0 0 02 Jul 2023
IDEA: Invariant Defense for Graph Adversarial RobustnessInformation Sciences (Inf. Sci.), 2023 Shuchang Tao Qi Cao Huawei Shen Yunfan Wu Bingbing Xu Xueqi Cheng AAML OOD 273 6 0 25 May 2023
PGrad: Learning Principal Gradients For Domain GeneralizationInternational Conference on Learning Representations (ICLR), 2023 Zhe Wang J. E. Grigsby Yanjun Qi OOD 188 18 0 02 May 2023
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey Avijoy Chakma A. Faridee Indrajeet Ghosh Nirmalya Roy 243 5 0 07 Apr 2023
CAusal and collaborative proxy-tasKs lEarning for Semi-Supervised Domain Adaptation Wenqiao Zhang Changshuo Liu Can Cui Beng Chin Ooi CML 170 0 0 30 Mar 2023
Fairness meets Cross-Domain Learning: a new perspective on Models and Metrics Leonardo Iurada S. Bucci Timothy M. Hospedales Tatiana Tommasi 166 1 0 25 Mar 2023
Convolutional Visual Prompt for Robust Visual PerceptionNeural Information Processing Systems (NeurIPS), 2023 Yun-Yun Tsai Chengzhi Mao Junfeng Yang VLM VPVLM 317 20 0 01 Mar 2023
Foresee What You Will Learn: Data Augmentation for Domain Generalization in Non-stationary EnvironmentAAAI Conference on Artificial Intelligence (AAAI), 2023 Qiuhao Zeng Wei Wang Fan Zhou Charles Ling Boyu Wang OOD ViT 262 20 0 19 Jan 2023
Heterogeneous Domain Adaptation and Equipment Matching: DANN-based Alignment with Cyclic Supervision (DBACS) Natalie Gentner Gian Antonio Susto 132 3 0 03 Jan 2023
Domain Generalization via Contrastive Causal Learning Qiaowei Miao Junkun Yuan Kun Kuang BDL OOD 212 15 0 06 Oct 2022
Semi-Supervised Domain Adaptation by Similarity based Pseudo-label Injection Abhay Rawat Isha Dua Saurav Gupta Rahul Tallamraju 176 1 0 05 Sep 2022
MentorGNN: Deriving Curriculum for Pre-Training GNNsInternational Conference on Information and Knowledge Management (CIKM), 2022 Dawei Zhou Lecheng Zheng Dongqi Fu Jiawei Han Jingrui He 177 25 0 21 Aug 2022
Multi-layer Representation Learning for Robust OOD Image ClassificationHellenic Conference on Artificial Intelligence (HAI), 2022 Aristotelis Ballas Christos Diou 160 5 0 27 Jul 2022
Domain Decorrelation with Potential Energy RankingAAAI Conference on Artificial Intelligence (AAAI), 2022 Sen Pei Jiaxi Sun Richard Yi Da Xu Shiming Xiang Gaofeng Meng OOD 334 4 0 25 Jul 2022
Evolving Domain Generalization Wei Wang Gezheng Xu Ruizhi Pu Jiaqi Li Fan Zhou Changjian Shui Charles Ling Christian Gagné Boyu Wang OOD 224 3 0 31 May 2022
Semi-supervised Drifted Stream Learning with Short LookbackKnowledge Discovery and Data Mining (KDD), 2022 Wei-Ya Ren Pengyang Wang Xiaolin Li C. Hughes Yanjie Fu AI4TS 131 16 0 25 May 2022
Test-time Batch Normalization Tao Yang Shenglong Zhou Yuwang Wang Yan Lu Nanning Zheng OOD 141 13 0 20 May 2022
Loss-based Sequential Learning for Active Domain Adaptation Kyeongtak Han Youngeun Kim Dongyoon Han Sungeun Hong 168 1 0 25 Apr 2022
Learning Distinctive Margin toward Active Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Ming-Kun Xie Yuxi Li Yabiao Wang Zekun Luo Zhenye Gan Zhongyi Sun M. Chi Chengjie Wang Pei Wang 162 39 0 11 Mar 2022
On Learning Contrastive Representations for Learning with Noisy LabelsComputer Vision and Pattern Recognition (CVPR), 2022 Linya Yi Sheng Liu Qi She A. McLeod Boyu Wang NoLa 197 59 0 03 Mar 2022
Learning to Generalize across Domains on Single Test SamplesInternational Conference on Learning Representations (ICLR), 2022 Zehao Xiao Xiantong Zhen Ling Shao Cees G. M. Snoek OOD 173 38 0 16 Feb 2022
Gap Minimization for Knowledge Sharing and TransferJournal of machine learning research (JMLR), 2022 Boyu Wang Jorge Armando Mendez Mendez Changjian Shui Fan Zhou Di Wu Gezheng Xu Christian Gagné Eric Eaton 292 13 0 26 Jan 2022
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AIIEEE Transactions on Knowledge and Data Engineering (TKDE), 2021 Jiangchao Yao Shengyu Zhang Yang Yao Feng Wang Jianxin Ma ... Kun Kuang Chao-Xiang Wu Leilei Gan Jingren Zhou Hongxia Yang 342 136 0 11 Nov 2021
Transferable Time-Series Forecasting under Causal Conditional ShiftIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Zijian Li Ruichu Cai T. Fu Zhifeng Hao Kun Zhang TTA OOD AI4TS 173 33 0 05 Nov 2021
Task Guided Compositional Representation Learning for ZDA Shuang Liu Mete Ozay OOD 124 0 0 13 Sep 2021
Fishr: Invariant Gradient Variances for Out-of-Distribution GeneralizationInternational Conference on Machine Learning (ICML), 2021 Alexandre Ramé Corentin Dancette Matthieu Cord OOD 360 244 0 07 Sep 2021
Learning Invariant Representation with Consistency and Diversity for Semi-supervised Source Hypothesis Transfer Xiaodong Wang Junbao Zhuo Shuhao Cui Shuhui Wang 184 6 0 07 Jul 2021
Invariant Information Bottleneck for Domain GeneralizationAAAI Conference on Artificial Intelligence (AAAI), 2021 Yue Liu Yifei Shen Yezhen Wang Wenzhen Zhu Colorado Reed Jun Zhang Dongsheng Li Kurt Keutzer Han Zhao OOD 609 142 0 11 Jun 2021
Domain Generalization: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Kaiyang Zhou Ziwei Liu Yu Qiao Tao Xiang Chen Change Loy OOD AI4CE 610 1,298 0 03 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
DIRL: Domain-Invariant Representation Learning for Sim-to-Real TransferConference on Robot Learning (CoRL), 2020 A. Tanwani OOD 162 29 0 15 Nov 2020
Cross-Domain Sentiment Classification with Contrastive Learning and Mutual Information MaximizationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Tian Li Xiang Chen Shanghang Zhang Zhen Dong Kurt Keutzer 218 41 0 30 Oct 2020
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 736 5,014 0 17 Feb 2017