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Learning Transferable Features with Deep Adaptation Networks

10 February 2015

Papers citing "Learning Transferable Features with Deep Adaptation Networks"

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Title
Partial Domain Adaptation via Importance Sampling-based Shift CorrectionIEEE Transactions on Image Processing (IEEE TIP), 2025 Cheng-Jun Guo Chuan-Xian Ren You-Wei Luo Xiao-Lin Xu Hong Yan OOD 129 1 0 27 Jul 2025
Physics-informed transfer learning for SHM via feature selectionMechanical systems and signal processing (MSSP), 2025 J. Poole P. Gardner A. Hughes N. Dervilis Robin S. Mills T. Dardeno K. Worden OOD 97 0 0 18 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 116 0 0 14 Jul 2025
Cross-Resolution SAR Target Detection Using Structural Hierarchy Adaptation and Reliable Adjacency AlignmentIEEE Transactions on Geoscience and Remote Sensing (IEEE TGRS), 2025 Jiang Qin B. Zou Haolin Li Lamei Zhang 84 0 0 11 Jul 2025
Graph Neural Networks for Electricity Load Forecasting Eloi Campagne Itai Zehavi Yvenn Amara-Ouali Y. Goude Argyris Kalogeratos AI4TS 81 0 0 04 Jul 2025
Global Variational Inference Enhanced Robust Domain Adaptation Lingkun Luo Shiqiang Hu Liming Chen OOD 108 0 0 04 Jul 2025
Relating Events and Frames Based on Self-Supervised Learning and Uncorrelated Conditioning for Unsupervised Domain Adaptation Mohammad Rostami Dayuan Jian Ruitong Sun 252 1 0 01 Jul 2025
Multi-View Contrastive Learning for Robust Domain Adaptation in Medical Time Series AnalysisACM Conference on Health, Inference, and Learning (CHIL), 2025 YongKyung Oh Alex Bui OOD AI4TS 100 0 0 27 Jun 2025
DT-UFC: Universal Large Model Feature Coding via Peaky-to-Balanced Distribution Transformation Changsheng Gao Zijie Liu L. Li Dong Liu Xiaoyan Sun Weisi Lin OffRL 99 1 0 19 Jun 2025
Heterogeneous-Modal Unsupervised Domain Adaptation via Latent Space Bridging Jiawen Yang Shuhao Chen Yucong Duan Shengcai Liu Yu Zhang 142 1 0 19 Jun 2025
Aligning Evaluation with Clinical Priorities: Calibration, Label Shift, and Error Costs Gerardo Flores Alyssa H. Smith Julia A Fukuyama Ashia C. Wilson 170 1 0 17 Jun 2025
General and Estimable Learning Bound Unifying Covariate and Concept Shifts Hongbo Chen Li Charlie Xia OOD 144 0 0 15 Jun 2025
Coefficient Shape Transfer Learning for Functional Linear Regression Shuhao Jiao Ian W. Mckeague 248 0 0 13 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 136 1 0 13 Jun 2025
Moment Alignment: Unifying Gradient and Hessian Matching for Domain GeneralizationConference on Uncertainty in Artificial Intelligence (UAI), 2025 Yuen Chen Haozhe Si Guojun Zhang Han Zhao OOD 217 1 0 09 Jun 2025
Permutation-Free High-Order Interaction Tests Zhaolu Liu Robert L. Peach Mauricio Barahona 216 0 0 06 Jun 2025
Target Semantics Clustering via Text Representations for Robust Universal Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2025 Weinan He Zilei Wang Y. Zhang OOD 225 3 0 04 Jun 2025
Shuffle PatchMix Augmentation with Confidence-Margin Weighted Pseudo-Labels for Enhanced Source-Free Domain AdaptationInternational Conference on Information Photonics (ICIP), 2025 Prasanna Reddy Pulakurthi Majid Rabbani Jamison Heard S. Dianat Celso M. De Melo Raghuveer Rao TTA 201 0 0 30 May 2025
MSDA: Combining Pseudo-labeling and Self-Supervision for Unsupervised Domain Adaptation in ASR Dimitrios Damianos Georgios Paraskevopoulos Alexandros Potamianos 350 1 0 30 May 2025
MaskAdapt: Unsupervised Geometry-Aware Domain Adaptation Using Multimodal Contextual Learning and RGB-Depth Masking Numair Nadeem Muhammad Asad Saeed Anwar Abdul Bais 145 1 0 29 May 2025
Bridging Source and Target Domains via Link Prediction for Unsupervised Domain Adaptation on GraphsWeb Search and Data Mining (WSDM), 2025 Yilong Wang Tianxiang Zhao Zongyu Wu Suhang Wang OOD AI4CE 163 4 0 29 May 2025
Multi-output Classification using a Cross-talk Architecture for Compound Fault Diagnosis of Motors in Partially Labeled Condition Wonjun Yi Wonho Jung Kangmin Jang Yong-Hwa Park Yong-Hwa Park 148 0 0 29 May 2025
Bridging Distribution Shift and AI Safety: Conceptual and Methodological Synergies Chenruo Liu Kenan Tang Yao Qin Qi Lei 226 1 0 28 May 2025
From Pixels to Images: Deep Learning Advances in Remote Sensing Image Semantic Segmentation Quanwei Liu Wei Chen Yanni Dong Jiaqi Yang Wei Xiang 422 2 0 21 May 2025
Domain Adaptation for Multi-label Image Classification: a Discriminator-free Approach Inder Pal Singh Enjie Ghorbel Anis Kacem Djamila Aouada 370 1 0 20 May 2025
CLIP-aware Domain-Adaptive Super-Resolution Zhengyang Lu Qian Xia Weifan Wang Feng Wang SupR 258 2 0 18 May 2025
2D-3D Attention and Entropy for Pose Robust 2D Facial RecognitionIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025 J. Brennan Peace Shuowen Hu B. Riggan CVBM 188 1 0 14 May 2025
Adaptive Latent-Space Constraints in Personalized Federated Learning Sana Ayromlou Fatemeh Tavakoli D. B. Emerson FedML 221 0 0 12 May 2025
A Taxonomy of Attacks and Defenses in Split Learning Aqsa Shabbir Halil Ibrahim Kanpak Alptekin Küpçü Sinem Sav 414 0 0 09 May 2025
Concept-Based Unsupervised Domain Adaptation Xinyue Xu Yitao Hu Hui Tang Yi Qin Lu Mi Hao Wang Xiaomeng Li 214 0 0 08 May 2025
VaCDA: Variational Contrastive Alignment-based Scalable Human Activity Recognition Soham Khisa Avijoy Chakma 219 0 0 08 May 2025
Soft-Masked Semi-Dual Optimal Transport for Partial Domain Adaptation Yi-Ming Zhai Chuan-Xian Ren Hong Yan 241 0 0 03 May 2025
A Physics-preserved Transfer Learning Method for Differential Equations Hao-Ran Yang Chuan-Xian Ren 960 0 0 02 May 2025
Multi-output Classification Framework and Frequency Layer Normalization for Compound Fault Diagnosis in Motor Wonjun Yi Yong-Hwa Park 123 0 0 15 Apr 2025
CATS: Mitigating Correlation Shift for Multivariate Time Series Classification Xiao Lin Zhichen Zeng Tianxin Wei Zhining Liu Yuzhong Chen Hanghang Tong AI4TS 205 2 0 05 Apr 2025
VIP: Video Inpainting Pipeline for Real World Human Removal Huiming Sun Yikang Li Kangning Yang Ruineng Li Daitao Xing ... Jiaming Ding Jiang Geng Jie Cai Zibo Meng C. Ho 3DH 379 0 0 03 Apr 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 376 10 0 31 Mar 2025
Language-Guided Trajectory Traversal in Disentangled Stable Diffusion Latent Space for Factorized Medical Image Generation Zahra Tehraninasab Amar Kumar Tal Arbel MedIm 283 1 0 30 Mar 2025
Multi-label classification for multi-temporal, multi-spatial coral reef condition monitoring using vision foundation model with adapter learning Xinlei Shao Hongruixuan Chen Fan Zhao Kirsty Magson Jundong Chen Peiran Li Jingchao Wang Jun Sasaki 279 7 0 29 Mar 2025
Cross-Domain Underwater Image Enhancement Guided by No-Reference Image Quality Assessment: A Transfer Learning Approach Zhi Zhang Minfu Li Lu Li Daoyi Chen 245 0 0 23 Mar 2025
CustomKD: Customizing Large Vision Foundation for Edge Model Improvement via Knowledge DistillationComputer Vision and Pattern Recognition (CVPR), 2025 Jungsoo Lee Debasmit Das Munawar Hayat Sungha Choi Kyuwoong Hwang Fatih Porikli VLM 218 3 0 23 Mar 2025
Multi-output Classification for Compound Fault Diagnosis in Motor under Partially Labeled Target Domain Wonjun Yi Yong-Hwa Park 72 2 0 15 Mar 2025
Towards Hardware Supported Domain Generalization in DNN-Based Edge Computing Devices for Health MonitoringIEEE Transactions on Biomedical Circuits and Systems (TBioCAS), 2024 Johnson Loh Lyubov Dudchenko Justus Viga T. Gemmeke 286 1 0 12 Mar 2025
Evaluation of state-of-the-art deep learning models in the segmentation of the heart ventricles in parasternal short-axis echocardiogramsJournal of Medical Imaging (JMI), 2025 Julian Rene Cuellar Buritica Vu Dinh Manjula Burri Julie Roelandts James Wendling Jon D. Klingensmith 238 7 0 12 Mar 2025
Spatial Distillation based Distribution Alignment (SDDA) for Cross-Headset EEG Classification Dingkun Liu Siyang Li Ziwei Wang Wei Li Dongrui Wu 129 3 0 07 Mar 2025
Meta Learning not to Learn: Robustly Informing Meta-Learning under Nuisance-Varying Families Louis McConnell OOD CML 205 0 0 06 Mar 2025
COARSE: Collaborative Pseudo-Labeling with Coarse Real Labels for Off-Road Semantic Segmentation Aurelio Noca Xianmei Lei Jonathan Becktor J. Edlund Anna Sabel Patrick Spieler Curtis Padgett Alexandre Alahi Deegan Atha 304 0 0 05 Mar 2025
A Unified Framework for Heterogeneous Semi-supervised LearningComputer Vision and Pattern Recognition (CVPR), 2025 Marzi Heidari Abdullah Alchihabi Hao Yan Yuhong Guo 272 0 0 01 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 654 553 0 26 Feb 2025
GraphBridge: Towards Arbitrary Transfer Learning in GNNsInternational Conference on Learning Representations (ICLR), 2025 Li Ju Xingyi Yang Qi Li Xinchao Wang 355 0 0 26 Feb 2025