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Deep Transfer Learning with Joint Adaptation Networks

21 May 2016

Papers citing "Deep Transfer Learning with Joint Adaptation Networks"

50 / 719 papers shown

Title
Semi-supervised Domain Adaptation via Prototype-based Multi-level LearningInternational Joint Conference on Artificial Intelligence (IJCAI), 2023 Xinyang Huang Chuanglu Zhu Wenkai Chen 259 16 0 04 May 2023
POUF: Prompt-oriented unsupervised fine-tuning for large pre-trained modelsInternational Conference on Machine Learning (ICML), 2023 Korawat Tanwisuth Shujian Zhang Huangjie Zheng Pengcheng He Mingyuan Zhou VLM VPVLM 238 36 0 29 Apr 2023
AVATAR: Adversarial self-superVised domain Adaptation network for TARget domainExpert systems with applications (ESWA), 2023 Jun Kataoka H. Yoon OOD 117 1 0 28 Apr 2023
Deep Transfer Learning for Automatic Speech Recognition: Towards Better GeneralizationKnowledge-Based Systems (KBS), 2023 Hamza Kheddar Yassine Himeur S. Al-Maadeed Abbes Amira F. Bensaali 226 109 0 27 Apr 2023
Deep transfer learning for intrusion detection in industrial control networks: A comprehensive reviewJournal of Network and Computer Applications (JNCA), 2023 Hamza Kheddar Yassine Himeur A. Awad AI4CE 143 85 0 19 Apr 2023
SALUDA: Surface-based Automotive Lidar Unsupervised Domain AdaptationInternational Conference on 3D Vision (3DV), 2023 Bjoern Michele Alexandre Boulch Gilles Puy Tuan-Hung Vu Renaud Marlet Nicolas Courty 228 24 0 06 Apr 2023
AutoLabel: CLIP-based framework for Open-set Video Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2023 Giacomo Zara Subhankar Roy Paolo Rota Elisa Ricci VLM 191 21 0 03 Apr 2023
GeoNet: Benchmarking Unsupervised Adaptation across GeographiesComputer Vision and Pattern Recognition (CVPR), 2023 Tarun Kalluri Wangdong Xu Manmohan Chandraker OOD 131 17 0 27 Mar 2023
2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Mikhail Kennerley Jian-Gang Wang B. Veeravalli R. Tan ObjD 164 54 0 24 Mar 2023
Unsupervised Domain Adaptation for Training Event-Based Networks Using Contrastive Learning and Uncorrelated ConditioningIEEE International Conference on Computer Vision (ICCV), 2023 Dayuan Jian Mohammad Rostami 120 17 0 22 Mar 2023
Focus on Your Target: A Dual Teacher-Student Framework for Domain-adaptive Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2023 Xinyue Huo Lingxi Xie Wen-gang Zhou Houqiang Li Qi Tian 146 11 0 16 Mar 2023
Continual Visual Reinforcement Learning with A Life-Long World Model Wendong Zhang Wendong Zhang Geng Chen Siyu Gao Yunbo Wang Xiaokang Yang Yunbo Wang CLL 207 4 0 12 Mar 2023
Unsupervised Domain Adaptation via Distilled Discriminative ClusteringPattern Recognition (Pattern Recogn.), 2022 Hui Tang Yaowei Wang Kui Jia OOD 103 47 0 23 Feb 2023
A Comprehensive Survey on Source-free Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Zhiqi Yu Jingjing Li Zhekai Du Lei Zhu Jikang Cheng TTA 208 168 0 23 Feb 2023
Bridging Synthetic and Real Images: a Transferable and Multiple Consistency aided Fundus Image Enhancement FrameworkIEEE Transactions on Medical Imaging (TMI), 2023 Erjian Guo Huazhu Fu Luping Zhou Dong Xu MedIm 147 18 0 23 Feb 2023
Cross-Domain Label Propagation for Domain Adaptation with Discriminative Graph Self-Learning Lei Tian Yongqiang Tang Liangchen Hu Wensheng Zhang OOD 101 1 0 17 Feb 2023
Correspondence-Free Domain Alignment for Unsupervised Cross-Domain Image RetrievalAAAI Conference on Artificial Intelligence (AAAI), 2023 Xu Wang Dezhong Peng Ming Yan Peng Hu 192 28 0 13 Feb 2023
Key Design Choices for Double-Transfer in Source-Free Unsupervised Domain Adaptation Andrea Maracani Raffaello Camoriano Elisa Maiettini Davide Talon Lorenzo Rosasco Lorenzo Natale 142 2 0 10 Feb 2023
RLSbench: Domain Adaptation Under Relaxed Label ShiftInternational Conference on Machine Learning (ICML), 2023 Saurabh Garg Nick Erickson James Sharpnack Alexander J. Smola Sivaraman Balakrishnan Zachary Chase Lipton VLM 176 44 0 06 Feb 2023
Domain Adaptation via Alignment of Operation Profile for Remaining Useful Lifetime PredictionReliability Engineering & System Safety (Reliab. Eng. Syst. Saf.), 2023 Ismail Nejjar Fabian Geissmann Mengjie Zhao C. Taal Olga Fink AI4CE 107 39 0 03 Feb 2023
Class Overwhelms: Mutual Conditional Blended-Target Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2023 P. Xu Boyu Wang Charles Ling 187 10 0 03 Feb 2023
Open-Set Multi-Source Multi-Target Domain Adaptation Rohit Lal Arihant Gaur Aadhithya Iyer Muhammed Abdullah Shaikh Ritik Agrawal 136 1 0 02 Feb 2023
The Conditional Cauchy-Schwarz Divergence with Applications to Time-Series Data and Sequential Decision MakingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Shujian Yu Hongming Li Sigurd Løkse Robert Jenssen José C. Príncipe BDL 225 9 0 21 Jan 2023
MADAv2: Advanced Multi-Anchor Based Active Domain Adaptation SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Munan Ning Donghuan Lu Yujia Xie Dongdong Chen Dong Wei Yefeng Zheng Yonghong Tian Shuicheng Yan Liuliang Yuan 140 16 0 18 Jan 2023
Representation Learning for Tablet and Paper Domain Adaptation in Favor of Online Handwriting Recognition Felix Ott David Rügamer Lucas Heublein Bernd Bischl Christopher Mutschler OOD 93 2 0 16 Jan 2023
Multi-label Image Classification using Adaptive Graph Convolutional Networks: from a Single Domain to Multiple DomainsComputer Vision and Image Understanding (CVIU), 2023 Indel Pal Singh Enjie Ghorbel O. Oyedotun Djamila Aouada 215 12 0 11 Jan 2023
CDA: Contrastive-adversarial Domain Adaptation Nishant Yadav M. Alam Ahmed K. Farahat Dipanjan Ghosh Chetan Gupta A. Ganguly 60 3 0 10 Jan 2023
Simplifying Open-Set Video Domain Adaptation with Contrastive LearningComputer Vision and Image Understanding (CVIU), 2023 Giacomo Zara Victor G. Turrisi da Costa Subhankar Roy Paolo Rota Elisa Ricci 148 3 0 09 Jan 2023
Discriminative Radial Domain AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2023 Zenan Huang Jun Wen Siheng Chen Linchao Zhu Nenggan Zheng OOD 186 18 0 01 Jan 2023
Source-Free Domain Adaptation for Question Answering with Masked Self-trainingTransactions of the Association for Computational Linguistics (TACL), 2022 M. Yin B. Wang Yue Dong Charles Ling OOD 170 4 0 19 Dec 2022
SRoUDA: Meta Self-training for Robust Unsupervised Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2022 Wan-Xuan Zhu Jia-Li Yin Bo-Hao Chen Ximeng Liu 121 8 0 12 Dec 2022
Minimum Class Confusion based Transfer for Land Cover Segmentation in Rural and Urban Regions Metehan Yalçin A. Kındıroglu F. Bagci Ufuk Uyan Mahiye Uluyagmur Öztürk 125 2 0 05 Dec 2022
MIC: Masked Image Consistency for Context-Enhanced Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Lukas Hoyer Dengxin Dai Haoran Wang Luc Van Gool 253 289 0 02 Dec 2022
Domain Adaptive Scene Text Detection via Subcategorization Zichen Tian Chuhui Xue Jingyi Zhang Shijian Lu 147 5 0 01 Dec 2022
CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D DetectionAAAI Conference on Artificial Intelligence (AAAI), 2022 Xidong Peng Xinge Zhu Yuexin Ma 3DPC 168 34 0 01 Dec 2022
Instance-level Heterogeneous Domain Adaptation for Limited-labeled Sketch-to-Photo RetrievalIEEE transactions on multimedia (TMM), 2020 Fan Yang Yang Wu Zheng Wang Wenting Chen S. Sakti Satoshi Nakamura VLM 147 31 0 26 Nov 2022
SWL-Adapt: An Unsupervised Domain Adaptation Model with Sample Weight Learning for Cross-User Wearable Human Activity RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2022 Rong Hu Ling Chen Shenghuan Miao Xing Tang 153 39 0 25 Nov 2022
Multi-source Domain Adaptation for Text-independent Forensic Speaker RecognitionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Zhenyu Wang John H. L. Hansen 147 22 0 17 Nov 2022
AdaTriplet-RA: Domain Matching via Adaptive Triplet and Reinforced Attention for Unsupervised Domain AdaptationSignal processing. Image communication (SPIC), 2022 Xinyao Shu Shiyang Yan Zhenyu Lu Xinshao Wang Yuan Xie 134 2 0 16 Nov 2022
Unsupervised Domain Adaptation Based on the Predictive Uncertainty of ModelsNeurocomputing (Neurocomputing), 2022 JoonHo Lee Gyemin Lee 104 15 0 16 Nov 2022
Explaining Cross-Domain Recognition with Interpretable Deep Classifier Yiheng Zhang Ting Yao Zhaofan Qiu Tao Mei OOD 130 3 0 15 Nov 2022
Instance-aware Model Ensemble With Distillation For Unsupervised Domain Adaptation Weimin Wu Jiayuan Fan Tao Chen Hancheng Ye Bo Zhang Baopu Li 82 3 0 15 Nov 2022
Adversarial and Random Transformations for Robust Domain Adaptation and GeneralizationItalian National Conference on Sensors (INS), 2022 Liang Xiao Jiaolong Xu Dawei Zhao Erke Shang Qi Zhu Bin Dai OOD 156 6 0 13 Nov 2022
Distributional Shift Adaptation using Domain-Specific Features Anique Tahir Lu Cheng Ruocheng Guo Huan Liu VLM TTA OOD OODD 99 2 0 09 Nov 2022
CoNMix for Source-free Single and Multi-target Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Vikash Kumar Rohit Lal Himanshu Patil Anirban Chakraborty TTA 110 29 0 07 Nov 2022
MiddleGAN: Generate Domain Agnostic Samples for Unsupervised Domain Adaptation Ye Gao Zhendong Chu Hongning Wang John A. Stankovic OOD GAN 85 1 0 06 Nov 2022
On Fine-Tuned Deep Features for Unsupervised Domain AdaptationIEEE International Joint Conference on Neural Network (IJCNN), 2022 Qian Wang T. Breckon 93 4 0 25 Oct 2022
Meta Input: How to Leverage Off-the-Shelf Deep Neural Networks Minsu Kim Youngjoon Yu Sungjune Park Y. Ro OOD 88 0 0 21 Oct 2022
Semi-Supervised Domain Adaptation with Auto-Encoder via Simultaneous LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Md. Mahmudur Rahman Yikang Shen Mohammad Arif Ul Alam 68 9 0 18 Oct 2022
Self-Distillation for Unsupervised 3D Domain AdaptationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Adriano Cardace Riccardo Spezialetti Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 3DPC 98 18 0 15 Oct 2022