Your Classifier can Secretly Suffice Multi-Source Domain Adaptation

Neural Information Processing Systems (NeurIPS), 2021

20 March 2021

Papers citing "Your Classifier can Secretly Suffice Multi-Source Domain Adaptation"

42 / 42 papers shown

Title
MuSACo: Multimodal Subject-Specific Selection and Adaptation for Expression Recognition with Co-Training Muhammad Osama Zeeshan Natacha Gillet A. L. Koerich M. Pedersoli Francois Bremond Eric Granger 68 0 0 17 Aug 2025
Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation I-Hsiang Chen Hua-En Chang Wei-Ting Chen Jenq-Neng Hwang Sy-Yen Kuo DiffM 162 0 0 28 Jul 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
Progressive Multi-Source Domain Adaptation for Personalized Facial Expression Recognition Muhammad Osama Zeeshan M. Pedersoli A. L. Koerich Eric Grange 242 2 0 05 Apr 2025
One-Shot Federated Unsupervised Domain Adaptation with Scaled Entropy Attention and Multi-Source Smoothed Pseudo Labeling Ali Abedi Qiang Wu Ning Zhang Farhad Pourpanah FedML 224 0 0 13 Mar 2025
Vision-aware Multimodal Prompt Tuning for Uploadable Multi-source Few-shot Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2025 Kuanghong Liu Jin Wang Kangjian He Dan Xu Xuejie Zhang 252 1 0 08 Mar 2025
Enhancing Domain Adaptation through Prompt Gradient Alignment Hoang Phan Lam C. Tran Quyen Tran Trung Le 463 7 0 13 Jun 2024
More is Better: Deep Domain Adaptation with Multiple Sources Sicheng Zhao Hui Chen Hu Huang Pengfei Xu Guiguang Ding 213 12 0 01 May 2024
Attention-based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object DetectorsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Atif Belal Akhil Meethal Francisco Perdigon Romero M. Pedersoli Eric Granger 303 2 0 14 Mar 2024
Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation Zhekai Du Xinyao Li Fengling Li Ke Lu Lei Zhu Jingjing Li 180 45 0 05 Mar 2024
LanDA: Language-Guided Multi-Source Domain Adaptation Zhenbin Wang Lei Zhang Lituan Wang Minjuan Zhu 166 14 0 25 Jan 2024
Unsupervised Federated Domain Adaptation for Segmentation of MRI Images Navapat Nananukul Hamid Soltanian-zadeh Mohammad Rostami 239 0 0 02 Jan 2024
Subject-Based Domain Adaptation for Facial Expression RecognitionIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2023 Muhammad Osama Zeeshan Haseeb Aslam Soufiane Belharbi A. L. Koerich M. Pedersoli Simon L Bacon Eric Granger 290 5 0 09 Dec 2023
Trust your Good Friends: Source-free Domain Adaptation by Reciprocal Neighborhood ClusteringIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui Jian Yang TTA 193 20 0 01 Sep 2023
Domain-Specificity Inducing Transformers for Source-Free Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2023 Sunandini Sanyal Ashish Ramayee Asokan Suvaansh Bhambri Akshay Ravindra Kulkarni Jogendra Nath Kundu R. Venkatesh Babu ViT 157 19 0 27 Aug 2023
Dynamic Domain Discrepancy Adjustment for Active Multi-Domain Adaptation Long-Yu Liu Bo Zhou Zhipeng Zhao Zening Liu 185 0 0 26 Jul 2023
FREEDOM: Target Label & Source Data & Domain Information-Free Multi-Source Domain Adaptation for Unsupervised Personalization Eunju Yang Gyusang Cho Chan-Hyun Youn TTA 202 1 0 04 Jul 2023
Relating tSNE and UMAP to Classical Dimensionality Reduction Andrew Draganov Simon Dohn FAtt 279 6 0 20 Jun 2023
MMRDN: Consistent Representation for Multi-View Manipulation Relationship Detection in Object-Stacked ScenesIEEE International Conference on Robotics and Automation (ICRA), 2023 Han Wang Jiayuan Zhang Lipeng Wan Xingyu Chen Xuguang Lan Nanning Zheng 95 1 0 25 Apr 2023
Multi-Prompt Alignment for Multi-Source Unsupervised Domain AdaptationNeural Information Processing Systems (NeurIPS), 2022 Haoran Chen Xintong Han Zuxuan Wu Yu-Gang Jiang 295 41 0 30 Sep 2022
Joint Attention-Driven Domain Fusion and Noise-Tolerant Learning for Multi-Source Domain Adaptation Tong Xu Lin Wang Wu Ning Chunyan Lyu Kejun Wang Chenhui Wang 159 0 0 05 Aug 2022
Concurrent Subsidiary Supervision for Unsupervised Source-Free Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2022 Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 217 30 0 27 Jul 2022
SphereFed: Hyperspherical Federated LearningEuropean Conference on Computer Vision (ECCV), 2022 Xin Dong Shanghang Zhang Ang Li H. T. Kung FedML 154 27 0 19 Jul 2022
Balancing Discriminability and Transferability for Source-Free Domain AdaptationInternational Conference on Machine Learning (ICML), 2022 Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Deepesh Mehta Shreyas Kulkarni Varun Jampani R. Venkatesh Babu TTA 179 103 0 16 Jun 2022
Target-Relevant Knowledge Preservation for Multi-Source Domain Adaptive Object DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Jiaxi Wu Jiaxin Chen Meng He Yiru Wang Yue Liu Bingqi Ma Weihao Gan Wei Wu Yali Wang Di Huang 148 32 0 17 Apr 2022
Self-Supervised Graph Neural Network for Multi-Source Domain AdaptationACM Multimedia (ACM MM), 2022 Jin Yuan Feng Hou Yangzhou Du Peng Wang Xin Geng Jianping Fan Yong Rui SSL OOD 126 24 0 08 Apr 2022
BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2022 Sanqing Qu Guang Chen Jing Zhang Zhijun Li Wei He Dacheng Tao TTA 184 69 0 06 Apr 2022
A Broad Study of Pre-training for Domain Generalization and AdaptationEuropean Conference on Computer Vision (ECCV), 2022 Donghyun Kim Kaihong Wang Stan Sclaroff Kate Saenko OOD AI4CE 297 90 0 22 Mar 2022
Reciprocal Normalization for Domain AdaptationPattern Recognition (Pattern Recogn.), 2021 Zhiyong Huang Kekai Sheng Ke Li Jian Liang Taiping Yao Weiming Dong D. Zhou Xing Sun 160 13 0 20 Dec 2021
A Prototype-Oriented Framework for Unsupervised Domain AdaptationNeural Information Processing Systems (NeurIPS), 2021 Korawat Tanwisuth Xinjie Fan Huangjie Zheng Shujian Zhang A. Leon-Garcia Bo Chen Mingyuan Zhou 282 120 0 22 Oct 2021
Multi-source Few-shot Domain Adaptation Xiangyu Yue Zangwei Zheng Colorado Reed Hari Prasanna Das Kurt Keutzer Alberto L. Sangiovanni-Vincentelli 230 17 0 25 Sep 2021
The First Vision For Vitals (V4V) Challenge for Non-Contact Video-Based Physiological Estimation Ambareesh Revanur Zhihua Li U. Ciftci L. Yin László A. Jeni 211 48 0 22 Sep 2021
Semi-Supervised Visual Representation Learning for Fashion Compatibility Ambareesh Revanur Vijay Kumar D. Sharma SSL 158 20 0 16 Sep 2021
Generalize then Adapt: Source-Free Domain Adaptive Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2021 Jogendra Nath Kundu Akshay Ravindra Kulkarni Amit Singh Varun Jampani R. Venkatesh Babu TTA 186 138 0 25 Aug 2021
Distance-based Hyperspherical Classification for Multi-source Open-Set Domain Adaptation S. Bucci Francesco Cappio Borlino Barbara Caputo Tatiana Tommasi VLM 174 20 0 05 Jul 2021
Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularizationBritish Machine Vision Conference (BMVC), 2021 Marin Scalbert Maria Vakalopoulou Florent Couzinié-Devy 138 21 0 30 Jun 2021
Secure Domain Adaptation with Multiple Sources Serban Stan Mohammad Rostami 157 14 0 23 Jun 2021
ToAlign: Task-oriented Alignment for Unsupervised Domain AdaptationNeural Information Processing Systems (NeurIPS), 2021 Guoqiang Wei Cuiling Lan Wenjun Zeng Zhizheng Zhang Zhibo Chen 241 74 0 21 Jun 2021
DINE: Domain Adaptation from Single and Multiple Black-box PredictorsComputer Vision and Pattern Recognition (CVPR), 2021 Jian Liang Dapeng Hu Jiashi Feng Ran He 198 103 0 04 Apr 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
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 291 224 0 12 Mar 2019
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017 Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 712 5,008 0 17 Feb 2017