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Maximum Classifier Discrepancy for Unsupervised Domain Adaptation

7 December 2017

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Papers citing "Maximum Classifier Discrepancy for Unsupervised Domain Adaptation"

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Title
Uncover and Unlearn Nuisances: Agnostic Fully Test-Time AdaptationMachine-mediated learning (ML), 2025 Ponhvoan Srey Yaxin Shi Hangwei Qian Jing Li Ivor Tsang TTA 144 0 0 16 Nov 2025
Self-Supervised Visual Prompting for Cross-Domain Road Damage Detection Xi Xiao Zhuxuanzi Wang Mingqiao Mo Chen Liu Chenrui Ma Yanshu Li Smita Krishnaswamy Xiao Wang Tianyang Wang 108 0 0 16 Nov 2025
Large Language Models and 3D Vision for Intelligent Robotic Perception and AutonomyItalian National Conference on Sensors (INS), 2025 Vinit Mehta Charu Sharma Karthick Thiyagarajan LM&Ro 332 0 0 14 Nov 2025
Navigating the Wild: Pareto-Optimal Visual Decision-Making in Image Space Durgakant Pushp Weizhe (Wesley) Chen Zheng Chen Chaomin Luo Jason M. Gregory Lantao Liu 64 0 0 11 Nov 2025
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective Wei Feng Z. Ge 70 0 0 01 Nov 2025
Mitigating Negative Transfer via Reducing Environmental Disagreement Hui Sun Zheng Xie Hao He Ming Li 68 0 0 28 Oct 2025
Attention Residual Fusion Network with Contrast for Source-free Domain Adaptation Renrong Shao Wei Zhang Jun Wang 100 0 0 25 Oct 2025
Robust Plant Disease Diagnosis with Few Target-Domain Samples Takafumi Nogami S. Kagiwada Hitoshi Iyatomi 82 0 0 14 Oct 2025
Unsupervised Multi-Source Federated Domain Adaptation under Domain Diversity through Group-Wise Discrepancy Minimization Larissa Reichart Cem Ata Baykara Ali Burak Ünal Mete Akgün Harlin Lee FedML 123 0 0 09 Oct 2025
FRIEREN: Federated Learning with Vision-Language Regularization for Segmentation Ding-Ruei Shen FedML VLM 122 0 0 02 Oct 2025
VirDA: Reusing Backbone for Unsupervised Domain Adaptation with Visual Reprogramming D. Nguyen D. Nguyen 179 0 0 02 Oct 2025
Consistent Assistant Domains Transformer for Source-free Domain AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2025 Renrong Shao Wei Zhang Kangyang Luo Qin Li and Jun Wang 104 0 0 02 Oct 2025
Training-Free Label Space Alignment for Universal Domain Adaptation Dujin Lee Sojung An Jungmyung Wi Kuniaki Saito Donghyun Kim VLM 152 0 0 22 Sep 2025
Adapt in the Wild: Test-Time Entropy Minimization with Sharpness and Feature Regularization Shuaicheng Niu Guohao Chen Deyu Chen Yifan Zhang Jiaxiang Wu Z. Wen Yaofo Chen P. Zhao Chunyan Miao Zhuliang Yu AAML 152 1 0 05 Sep 2025
STA-GANN: A Valid and Generalizable Spatio-Temporal Kriging Approach Yujie Li Zezhi Shao Chengqing Yu Tangwen Qian Zhao Zhang Yifan Du Shaoming He Fei Wang Yongjun Xu 96 3 0 22 Aug 2025
Domain Adaptation via Feature Refinement S. Karatsiolis A. Kamilaris OOD 116 1 0 22 Aug 2025
Generalizable Federated Learning using Client Adaptive Focal Modulation Tajamul Ashraf Iqra Altaf Gillani FedML 128 0 0 14 Aug 2025
Unified modality separation: A vision-language framework for unsupervised domain adaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Xinyao Li Jingjing Li Zhekai Du Lei Zhu Heng Tao Shen VLM 134 1 0 07 Aug 2025
SPA++: Generalized Graph Spectral Alignment for Versatile Domain Adaptation Zhiqing Xiao Haobo Wang Xu Lu Wentao Ye Gang Chen Junbo Zhao 84 0 0 07 Aug 2025
Consensus-Driven Active Model Selection Justin Kay Grant Van Horn Subhransu Maji Daniel Sheldon Sara Beery 146 2 0 31 Jul 2025
Learning from Heterogeneous Structural MRI via Collaborative Domain Adaptation for Late-Life Depression Assessment Yuzhen Gao Qianqian Wang Yongheng Sun C. Wang Yongquan Liang Mingxia Liu 112 0 0 30 Jul 2025
A Transfer Learning-Based Method for Water Body Segmentation in Remote Sensing Imagery: A Case Study of the Zhada Tulin Area Haonan Chen Xin Tong 120 0 0 14 Jul 2025
Global Variational Inference Enhanced Robust Domain Adaptation Lingkun Luo Shiqiang Hu Liming Chen OOD 116 0 0 04 Jul 2025
Domain Adaptation for Image Classification of Defects in Semiconductor Manufacturing Adrian Poniatowski Natalie Gentner Manuel Barusco Davide Dalle Pezze Samuele Salti Gian Antonio Susto 125 0 0 18 Jun 2025
Preserving Clusters in Prompt Learning for Unsupervised Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2025 Tung-Long Vuong Hoang Phan Vy Vo Anh Tuan Bui Thanh-Toan Do T. Le Dinh Q. Phung VLM 152 1 0 13 Jun 2025
Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach Inder Pal Singh Enjie Ghorbel Anis Kacem Djamila Aouada 374 1 0 20 May 2025
Noise Optimized Conditional Diffusion for Domain AdaptationInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 Lingkun Luo Shiqiang Hu Liming Chen DiffM 234 0 0 12 May 2025
Concept-Based Unsupervised Domain Adaptation Xinyue Xu Yitao Hu Hui Tang Yi Qin Lu Mi Hao Wang Xiaomeng Li 222 0 0 08 May 2025
SEVA: Leveraging Single-Step Ensemble of Vicinal Augmentations for Test-Time Adaptation Zixuan Hu Yichun Hu Ling-yu Duan TTA 286 1 0 07 May 2025
Towards Space Group Determination from EBSD Patterns: The Role of Deep Learning and High-throughput Dynamical Simulations Alfred Yan Muhammad Nur Talha Kilic Gert Nolze Ankit Agrawal Alok Ratan Choudhary Roberto dos Reis Vinayak Dravid 892 0 0 30 Apr 2025
Context Aware Grounded Teacher for Source Free Object Detection Tajamul Ashraf Rajes Manna Partha Sarathi Purkayastha Tavaheed Tariq Janibul Bashir 252 0 0 21 Apr 2025
DUDA: Distilled Unsupervised Domain Adaptation for Lightweight Semantic Segmentation Beomseok Kang Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera 295 1 0 14 Apr 2025
ElimPCL: Eliminating Noise Accumulation with Progressive Curriculum Labeling for Source-Free Domain Adaptation Jie Cheng Hao Zheng Meiguang Zheng Lei Wang Hao Wu Jian Zhang VLM 102 0 0 31 Mar 2025
Decoupled Doubly Contrastive Learning for Cross Domain Facial Action Unit DetectionIEEE Transactions on Image Processing (IEEE TIP), 2025 Yong Li Menglin Liu Zhen Cui Y. Ding Yuan Zong Wenming Zheng Shiguang Shan Cuntai Guan 211 3 0 12 Mar 2025
Model Adaptation: Unsupervised Domain Adaptation without Source DataComputer Vision and Pattern Recognition (CVPR), 2020 Rui Li Qianfen Jiao Wenming Cao Hau-San Wong Si Wu OOD 654 554 0 26 Feb 2025
Dual Classification Head Self-training Network for Cross-scene Hyperspectral Image Classification Rong Liu Junye Liang Jiaqi Yang Jiang He Peng Zhu 235 6 0 25 Feb 2025
Decision Boundary Optimization-Informed Domain Adaptation Lingkun Luo Shiqiang Hu Jie Yang Liming Chen AI4CE 249 0 0 10 Feb 2025
Beyond Batch Learning: Global Awareness Enhanced Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025 Lingkun Luo Shiqiang Hu Liming Chen 447 2 0 10 Feb 2025
Stein Discrepancy for Unsupervised Domain Adaptation Anneke von Seeger Dongmian Zou Gilad Lerman 412 0 0 05 Feb 2025
Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain AdaptationsIEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025 Yang Yuxiang Zeng Xinyi Zeng Pinxian Zu Chen Yan Binyu Zhou Jiliu Wang Yan 361 0 0 02 Jan 2025
Contrastive Conditional Alignment based on Label Shift Calibration for Imbalanced Domain AdaptationInternational Conference on Pattern Recognition (ICPR), 2024 Xiaona Sun Zhenyu Wu Zhiqiang Zhan Yang Ji 220 1 0 31 Dec 2024
Multi-Source Unsupervised Domain Adaptation with Prototype Aggregation Min Huang Zifeng Xie Bo Sun Ning Wang 282 0 0 20 Dec 2024
Decomposed Distribution Matching in Dataset CondensationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Sahar Rahimi Malakshan Mohammad Saeed Ebrahimi Saadabadi Ali Dabouei Nasser M. Nasrabadi DD 369 1 0 06 Dec 2024
MVUDA: Unsupervised Domain Adaptation for Multi-view Pedestrian Detection Erik Brorsson Lennart Svensson Kristofer Bengtsson Knut Åkesson 178 1 0 05 Dec 2024
Semantically Guided Action Anticipation Anxhelo Diko Antonino Furnari Luigi Cinque G. Farinella 867 0 0 23 Nov 2024
Graph Domain Adaptation with Dual-branch Encoder and Two-level Alignment for Whole Slide Image-based Survival Prediction Yuntao Shou Peiqiang Yan Xingjian Yuan Xiangyong Cao Qian Zhao Deyu Meng OOD MedIm 349 8 0 21 Nov 2024
Co-training partial domain adaptation networks for industrial Fault Diagnosis Gecheng Chen 62 0 0 22 Oct 2024
Curvature Diversity-Driven Deformation and Domain Alignment for Point Cloud Mengxi Wu Niraj Pudasaini Yi Fang Mohammad Rostami 377 0 0 03 Oct 2024
Meta-TTT: A Meta-learning Minimax Framework For Test-Time Training Chen Tao Li Shen Soumik Mondal 177 1 0 02 Oct 2024
Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel ContrastNeural Networks (NN), 2024 Xiaoke Hao Shiyu Liu Chuanbo Feng Ye Zhu 181 0 0 27 Sep 2024