Learning to Transfer Examples for Partial Domain Adaptation

28 March 2019

Papers citing "Learning to Transfer Examples for Partial Domain Adaptation"

50 / 118 papers shown

Title
Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation Peihua Deng Jiehua Zhang Xichun Sheng C. Yan Yaoqi Sun Ying Fu Liang-Sheng Li CLL 76 1 0 25 Nov 2024
A Comprehensive Survey on Evidential Deep Learning and Its Applications Junyu Gao Mengyuan Chen Liangyu Xiang Changsheng Xu EDL BDL UQCV 47 5 0 07 Sep 2024
Prototypical Partial Optimal Transport for Universal Domain Adaptation Yucheng Yang Xiang Gu Jian Sun OT 49 11 0 02 Aug 2024
Learning to Discover Knowledge: A Weakly-Supervised Partial Domain Adaptation Approach Mengcheng Lan Min Meng Jun-chen Yu Jigang Wu CLL 50 1 0 20 Jun 2024
Cross-domain Open-world Discovery Shuo Wen Maria Brbic OOD 55 3 0 17 Jun 2024
Adversarial Reweighting with $α$ -Power Maximization for Domain Adaptation Xiang Gu Xi Yu Yan Yang Jian Sun Zongben Xu 46 0 0 26 Apr 2024
GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning Sanqing Qu Tianpei Zou Florian Röhrbein Cewu Lu Guang Chen Dacheng Tao Changjun Jiang 37 3 0 21 Mar 2024
A Short Survey on Importance Weighting for Machine Learning Masanari Kimura H. Hino 36 5 0 15 Mar 2024
Unified Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu 93 5 0 12 Mar 2024
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation Sanqing Qu Tianpei Zou Lianghua He Florian Röhrbein Alois Knoll Guang Chen Changjun Jiang 45 12 0 06 Mar 2024
Unraveling Batch Normalization for Realistic Test-Time Adaptation A. Mondal Jingwei Guo B. Roy C. Roy Qiufeng Wang Kevin A. Schneider 33 4 0 15 Dec 2023
A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting Jinjing Zhu Feiyang Ye Qiao Xiao Pengxin Guo Yu Zhang Qiang Yang 29 2 0 08 Dec 2023
Gradual Source Domain Expansion for Unsupervised Domain Adaptation Thomas Westfechtel Hao-Wei Yeh Dexuan Zhang Tatsuya Harada CLL 49 14 0 16 Nov 2023
Cross-domain feature disentanglement for interpretable modeling of tumor microenvironment impact on drug response Jia Zhai Hui Liu 19 0 0 15 Nov 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data Cheng-Hao Tu Hong-You Chen Zheda Mai Shitian Zhao Vardaan Pahuja Tanya Berger-Wolf Song Gao Charles V. Stewart Yu-Chuan Su Wei-Lun Chao CLL 36 3 0 02 Nov 2023
Robust Class-Conditional Distribution Alignment for Partial Domain Adaptation Sandipan Choudhuri Arunabha Sen OOD 24 0 0 18 Oct 2023
Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation Yu-Rui Lai Yi Zhou Xinghong Liu Tao Zhou 26 2 0 09 Oct 2023
Activate and Reject: Towards Safe Domain Generalization under Category Shift Chaoqi Chen Luyao Tang Leitian Tao Hong-Yu Zhou Yue Huang Xiaoguang Han Yizhou Yu OOD 34 10 0 07 Oct 2023
A Robust Negative Learning Approach to Partial Domain Adaptation Using Source Prototypes Sandipan Choudhuri Suli C. Adeniye Arunabha Sen 24 0 0 07 Sep 2023
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood Clustering Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui Jian Yang TTA 30 11 0 01 Sep 2023
Tackling Diverse Minorities in Imbalanced Classification Kwei-Herng Lai Daochen Zha Huiyuan Chen M. Bendre Yuzhong Chen Mahashweta Das Hao Yang Xia Hu 25 0 0 28 Aug 2023
COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation Xinghong Liu Yi Zhou Tao Zhou Chun-Mei Feng Ling Shao VLM 35 2 0 21 Aug 2023
GeT: Generative Target Structure Debiasing for Domain Adaptation Can Zhang G. Lee DiffM 34 2 0 20 Aug 2023
Curriculum-Based Augmented Fourier Domain Adaptation for Robust Medical Image Segmentation An-Chi Wang Mobarakol Islam Mengya Xu Hongliang Ren OOD 46 13 0 06 Jun 2023
Noisy Universal Domain Adaptation via Divergence Optimization for Visual Recognition Qing Yu Atsushi Hashimoto Yoshitaka Ushiku NoLa 27 1 0 20 Apr 2023
Context-aware Domain Adaptation for Time Series Anomaly Detection Kwei-Herng Lai Lan Wang Huiyuan Chen Kaixiong Zhou Fei Wang Hao Yang Xia Hu TTA AI4TS 37 8 0 15 Apr 2023
Upcycling Models under Domain and Category Shift Sanqing Qu Tianpei Zou Florian Roehrbein Cewu Lu Guang-Sheng Chen Dacheng Tao Changjun Jiang 48 40 0 13 Mar 2023
Self-Paced Learning for Open-Set Domain Adaptation Xinghong Liu Yi Zhou Tao Zhou Jie Qin Tianran Ouyang TTA 37 3 0 10 Mar 2023
Imbalanced Open Set Domain Adaptation via Moving-threshold Estimation and Gradual Alignment Jinghan Ru Jun Tian Zhekai Du Chengwei Xiao Jingjing Li H. Shen 32 10 0 08 Mar 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 35 50 0 13 Feb 2023
AIDA: Legal Judgment Predictions for Non-Professional Fact Descriptions via Partial-and-Imbalanced Domain Adaptation Guangyi Xiao Xinlong Liu Hao Chen J. Guo Zhiguo Gong 24 0 0 12 Feb 2023
RLSbench: Domain Adaptation Under Relaxed Label Shift Saurabh Garg Nick Erickson James Sharpnack Alexander J. Smola Sivaraman Balakrishnan Zachary Chase Lipton VLM 33 31 0 06 Feb 2023
DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection A. Ćiprijanović Ashia Lewis K. Pedro Sandeep Madireddy Brian D. Nord G. Perdue Stefan M. Wild 44 14 0 03 Feb 2023
Contrast and Clustering: Learning Neighborhood Pair Representation for Source-free Domain Adaptation Yuqi Chen Xiangbin Zhu Yonggang Li Yingjian Li H. Fang SSL 13 3 0 31 Jan 2023
Universal Domain Adaptation for Remote Sensing Image Scene Classification Qingsong Xu Yilei Shi X. Yuan Xiao Xiang Zhu VLM 28 30 0 26 Jan 2023
Domain-Invariant Feature Alignment Using Variational Inference For Partial Domain Adaptation Sandipan Choudhuri Suli C. Adeniye Arunabha Sen Hemanth Venkateswara DRL 22 0 0 03 Dec 2022
SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity Recognition Rong Hu Ling Chen Shenghuan Miao Xing Tang 23 26 0 25 Nov 2022
AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain Adaptation Xinyao Shu Shiyang Yan Zhenyu Lu Xinshao Wang Yuan Xie 22 2 0 16 Nov 2022
On the Domain Adaptation and Generalization of Pretrained Language Models: A Survey Xu Guo Han Yu LM&MA VLM 28 29 0 06 Nov 2022
Subsidiary Prototype Alignment for Universal Domain Adaptation Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 37 21 0 28 Oct 2022
IT-RUDA: Information Theory Assisted Robust Unsupervised Domain Adaptation Shima Rashidi Ruwan Tennakoon Aref Miri Rekavandi Papangkorn Jessadatavornwong A. Freis G. Huff Mark Easton A. Mouritz R. Hoseinnezhad A. Bab-Hadiashar 17 2 0 24 Oct 2022
Provably Uncertainty-Guided Universal Domain Adaptation Yifan Wang Lin Zhang Ran Song Paul L. Rosin Yibin Li Wei Emma Zhang OOD UQCV 42 0 0 19 Sep 2022
Fast and Accurate Importance Weighting for Correcting Sample Bias Antoine de Mathelin Francois Deheeger Mathilde Mougeot Nicolas Vayatis 55 7 0 09 Sep 2022
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels Tarun Kalluri Manmohan Chandraker VLM 30 11 0 04 Aug 2022
Domain Adaptation under Open Set Label Shift Saurabh Garg Sivaraman Balakrishnan Zachary Chase Lipton OOD VLM 19 41 0 26 Jul 2022
Prototype-Guided Continual Adaptation for Class-Incremental Unsupervised Domain Adaptation Hongbin Lin Yifan Zhang Zhen Qiu Shuaicheng Niu Chuang Gan Yanxia Liu Mingkui Tan CLL 20 37 0 22 Jul 2022
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation Yifan Wang Lin Zhang Ran Song Hongliang Li Lin Ma Wei Emma Zhang 24 6 0 19 Jul 2022
Coupling Adversarial Learning with Selective Voting Strategy for Distribution Alignment in Partial Domain Adaptation Sandipan Choudhuri Hemanth Venkateswara Arunabha Sen OOD 9 10 0 17 Jul 2022
Harnessing Out-Of-Distribution Examples via Augmenting Content and Style Zhuo Huang Xiaobo Xia Li Shen Bo Han Biwei Huang Chen Gong Tongliang Liu OODD 38 46 0 07 Jul 2022
Optimal transport meets noisy label robust loss and MixUp regularization for domain adaptation Kilian Fatras Hiroki Naganuma Ioannis Mitliagkas OOD 22 6 0 22 Jun 2022