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Deep Transfer Learning with Joint Adaptation Networks

21 May 2016

Papers citing "Deep Transfer Learning with Joint Adaptation Networks"

50 / 709 papers shown

Title
Generalized Category Discovery under Domain Shift: A Frequency Domain Perspective Wei Feng Z. Ge 4 0 0 01 Nov 2025
Mitigating Negative Transfer via Reducing Environmental Disagreement Hui Sun Zheng Xie Hao He Ming Li 0 0 0 28 Oct 2025
GALA: A GlobAl-LocAl Approach for Multi-Source Active Domain Adaptation Lixian Zhang Peifeng Zhang Yibin Wen Qingmei Li Yang Zhang Haohuan Fu 16 0 0 25 Oct 2025
Geometric Moment Alignment for Domain Adaptation via Siegel Embeddings Shayan Gharib M. Hartmann Arto Klami 32 0 0 16 Oct 2025
Sculpting Latent Spaces With MMD: Disentanglement With Programmable Priors Quentin Fruytier Akshay Malhotra Shahab Hamidi-Rad Aditya Sant Aryan Mokhtari Sujay Sanghavi DRL BDL 109 0 0 13 Oct 2025
Approximate Domain Unlearning for Vision-Language Models Kodai Kawamura Yuta Goto Rintaro Yanagi Hirokatsu Kataoka Go Irie MU VLM 61 0 0 09 Oct 2025
Deep Domain Adaptation for Turbofan Engine Remaining Useful Life Prediction: Methodologies, Evaluation and Future Trends Yucheng Wang Mohamed Ragab Yubo Hou Zhenghua Chen Min-Ying Wu Xiaoli Li AI4CE 24 0 0 04 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 48 0 0 02 Oct 2025
VirDA: Reusing Backbone for Unsupervised Domain Adaptation with Visual Reprogramming D. Nguyen D. Nguyen 44 0 0 02 Oct 2025
EgoBridge: Domain Adaptation for Generalizable Imitation from Egocentric Human Data Ryan Punamiya Dhruv Patel Patcharapong Aphiwetsa Pranav Kuppili Lawrence Y. Zhu Simar Kareer Judy Hoffman Danfei Xu 104 1 0 23 Sep 2025
Online Adaptation via Dual-Stage Alignment and Self-Supervision for Fast-Calibration Brain-Computer Interfaces Sheng-Bin Duan Jian-Long Hao Tian-Yu Xiang Xiao-Hu Zhou Mei-Jiang Gui Xiao-Liang Xie Shi-Qi Liu Zeng-Guang Hou 36 0 0 23 Sep 2025
FedFusion: Federated Learning with Diversity- and Cluster-Aware Encoders for Robust Adaptation under Label Scarcity Ferdinand Kahenga A. Bagula Patrick Sello Sajal K. Das FedML 28 0 0 23 Sep 2025
Training-Free Label Space Alignment for Universal Domain Adaptation Dujin Lee Sojung An Jungmyung Wi Kuniaki Saito Donghyun Kim VLM 36 0 0 22 Sep 2025
Bilateral Distribution Compression: Reducing Both Data Size and Dimensionality Dominic Broadbent Nick Whiteley Robert Allison Tom Lovett 118 0 0 22 Sep 2025
ACE and Diverse Generalization via Selective Disagreement Oliver Daniels Stuart Armstrong Alexandre Maranhao Mahirah Fairuz Rahman Benjamin M. Marlin Rebecca Gorman OODD 98 0 0 09 Sep 2025
Leveraging Transfer Learning and Mobile-enabled Convolutional Neural Networks for Improved Arabic Handwritten Character RecognitionIEEE Access (IEEE Access), 2025 Mohsine El Khayati Ayyad Maafiri Yassine Himeur Hamzah Ali Alkhazaleh Shadi Atalla Wathiq Mansoor 36 0 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 56 2 0 22 Aug 2025
Domain Adaptation via Feature Refinement S. Karatsiolis A. Kamilaris OOD 64 0 0 22 Aug 2025
When Deepfakes Look Real: Detecting AI-Generated Faces with Unlabeled Data due to Annotation Challenges Zhiqiang Yang Renshuai Tao Xiaolong Zheng Guodong Yang Chunjie Zhang 145 0 0 12 Aug 2025
When Brain Foundation Model Meets Cauchy-Schwarz Divergence: A New Framework for Cross-Subject Motor Imagery Decoding Jinzhou Wu Baoping Tang Qikang Li Yi Wang Cheng Li Shujian Yu 86 0 0 28 Jul 2025
Handling Out-of-Distribution Data: A SurveyIEEE Transactions on Knowledge and Data Engineering (TKDE), 2025 L. Tamang Mohamed Reda Bouadjenek Richard Dazeley S. Aryal OOD OODD 113 3 0 25 Jul 2025
Adaptive Learning Systems: Personalized Curriculum Design Using LLM-Powered Analytics Yongjie Li Ruilin Nong Jianan Liu Lucas Evans AI4Ed 77 0 0 25 Jul 2025
Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation Mohammad Rostami Dayuan Jian Ruitong Sun 192 0 0 01 Jul 2025
Soft-Masked Semi-Dual Optimal Transport for Partial Domain Adaptation Yi-Ming Zhai Chuan-Xian Ren Hong Yan 209 0 0 03 May 2025
Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement Haofan Wu Yin Huang Yuqing Wu Qiuyu Yang Bingfang Wang ... Abdul Fattah Memon Daizong Ji Yanzhe Zhang Ghulam Mustafa Yin Fang MedIm 147 0 0 03 May 2025
Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies Lucas Heublein Nisha Lakshmana Raichur Tobias Feigl Tobias Brieger Fin Heuer Lennart Asbach A. Rügamer Felix Ott 272 9 0 31 Mar 2025
Harnessing Test-time Adaptation for NLU tasks Involving Dialects of English Duke Nguyen Aditya Joshi Flora D. Salim 111 0 0 17 Mar 2025
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification Dingkun Liu Siyang Li Ziwei Wang Wei Li Dongrui Wu 97 3 0 07 Mar 2025
Partial Distribution Alignment via Adaptive Optimal Transport Pei Yang Qi Tan Guihua Wen 215 0 0 07 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 510 546 0 26 Feb 2025
Stein Discrepancy for Unsupervised Domain Adaptation Anneke von Seeger Dongmian Zou Gilad Lerman 264 0 0 24 Feb 2025
Provable Benefits of Unsupervised Pre-training and Transfer Learning via Single-Index Models Taj Jones-McCormick Aukosh Jagannath S. Sen 200 2 0 24 Feb 2025
Time Series Domain Adaptation via Latent Invariant Causal Mechanism Ruichu Cai Junxian Huang Zhenhui Yang Zijian Li Emadeldeen Eldele Min Wu Gang Hua OOD CML BDL AI4TS 187 0 0 23 Feb 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image ClassificationIEEE Transactions on Instrumentation and Measurement (IEEE Trans. Instrum. Meas.), 2025 Ahmad Chaddad Yihang Wu Yuchen Jiang Ahmed Bouridane Christian Desrosiers 262 5 0 15 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 335 1 0 10 Feb 2025
Gradual Domain Adaptation for Graph Learning Pui Ieng Lei Ximing Chen Yijun Sheng Yanyan Liu J. Guo Zhiguo Gong OOD 222 0 0 29 Jan 2025
Bridging Contrastive Learning and Domain Adaptation: Theoretical Perspective and Practical Application Gonzalo Iñaki Quintana Laurence Vancamberg Vincent Jugnon Agnès Desolneux Mathilde Mougeot MedIm 221 2 0 28 Jan 2025
Towards Scalable Topological RegularizersInternational Conference on Learning Representations (ICLR), 2025 Hiu-Tung Wong Darrick Lee Hong Yan BDL 231 1 0 24 Jan 2025
Source-free Semantic Regularization Learning for Semi-supervised Domain AdaptationIEEE transactions on multimedia (TMM), 2025 Xinyang Huang Chuang Zhu Ruiying Ren Shengjie Liu Tiejun Huang 299 3 0 03 Jan 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 292 0 0 02 Jan 2025
Federated Learning with MMD-based Early Stopping for Adaptive GNSS Interference ClassificationIEEE/IFIP Network Operations and Management Symposium (NOMS), 2024 Nishant S. Gaikwad Lucas Heublein Nisha Lakshmana Raichur Tobias Feigl Christopher Mutschler Felix Ott 211 8 0 31 Dec 2024
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 180 1 0 31 Dec 2024
Unsupervised Cross-Domain Image Retrieval via Prototypical Optimal TransportAAAI Conference on Artificial Intelligence (AAAI), 2024 Bin Li Ye-ling Shi Qian Yu Jingya Wang OT 193 13 0 31 Dec 2024
CASUAL: Conditional Support Alignment for Domain Adaptation with Label ShiftAAAI Conference on Artificial Intelligence (AAAI), 2023 A. Nguyen Lam C. Tran Anh Tong Tuan-Duy H. Nguyen Toan M. Tran 162 2 0 31 Dec 2024
Your Data Is Not Perfect: Towards Cross-Domain Out-of-Distribution Detection in Class-Imbalanced DataExpert systems with applications (ESWA), 2024 Xiang Fang Arvind Easwaran B. Genest Ponnuthurai Nagaratnam Suganthan 269 31 0 09 Dec 2024
Semantically Guided Action Anticipation Anxhelo Diko Antonino Furnari Luigi Cinque G. Farinella 643 0 0 23 Nov 2024
DA-Ada: Learning Domain-Aware Adapter for Domain Adaptive Object DetectionNeural Information Processing Systems (NeurIPS), 2024 Haoyang Li Rui Zhang Hantao Yao X. Zhang Yifan Hao Xinkai Song Xiaqing Li Yongwei Zhao Ling Li Yunji Chen ObjD VLM 202 8 0 11 Oct 2024
Unsupervised Attention Regularization Based Domain Adaptation for Oracle Character Recognition Mei Wang Weihong Deng Jiani Hu Sen Su 127 1 0 24 Sep 2024
Train Till You Drop: Towards Stable and Robust Source-free Unsupervised 3D Domain AdaptationEuropean Conference on Computer Vision (ECCV), 2024 Björn Michele Alexandre Boulch Tuan-Hung Vu Gilles Puy Renaud Marlet Nicolas Courty TTA 166 5 0 06 Sep 2024
Collaborative Learning for Enhanced Unsupervised Domain Adaptation Minhee Cho Hyesong Choi Hayeon Jo Dongbo Min 245 1 0 04 Sep 2024