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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
LFreeDA: Label-Free Drift Adaptation for Windows Malware Detection Adrian Shuai Li Elisa Bertino 32 0 0 18 Nov 2025
Data Value in the Age of Scaling: Understanding LLM Scaling Dynamics Under Real-Synthetic Data Mixtures Haohui Wang Jingyuan Qi Jianpeng Chen Jun Wu Lifu Huang ... Balaji Veeramani Edward Bowen Alison Hu Tyler Cody Dawei Zhou 136 0 0 17 Nov 2025
Boomda: Balanced Multi-objective Optimization for Multimodal Domain Adaptation Jun Sun Xinxin Zhang Simin Hong Jian Zhu Xiang Gao 79 0 0 11 Nov 2025
TCSA-UDA: Text-Driven Cross-Semantic Alignment for Unsupervised Domain Adaptation in Medical Image Segmentation Lalit Maurya Honghai Liu Reyer Zwiggelaar 100 0 0 08 Nov 2025
Machine and Deep Learning for Indoor UWB Jammer Localization Hamed Fard Mahsa Kholghi Benedikt Groß Gerhard Wunder AAML 88 0 0 03 Nov 2025
PF-DAformer: Proximal Femur Segmentation via Domain Adaptive Transformer for Dual-Center QCT Rochak Dhakal Chen Zhao Zixin Shi Joyce H. Keyak T. Kaneko Kuan-Jui Su Hui Shen Hong-Wen Deng Weihua Zhou OOD MedIm 112 0 0 30 Oct 2025
Using latent representations to link disjoint longitudinal data for mixed-effects regression Clemens Schächter Maren Hackenberg Michelle Pfaffenlehner Félix B. Tambe-Ndonfack Thorsten Schmidt Astrid Pechmann Janbernd Kirschner Jan Hasenauser Harald Binder 132 0 0 29 Oct 2025
Mitigating Negative Transfer via Reducing Environmental Disagreement Hui Sun Zheng Xie Hao He Ming Li 88 0 0 28 Oct 2025
PSScreen V2: Partially Supervised Multiple Retinal Disease Screening Boyi Zheng Yalin Zheng Hrvoje Bogunović Qing Liu 124 0 0 26 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 76 0 0 25 Oct 2025
Attention Residual Fusion Network with Contrast for Source-free Domain Adaptation Renrong Shao Wei Zhang Jun Wang 104 0 0 25 Oct 2025
Adaptive Split-MMD Training for Small-Sample Cross-Dataset P300 EEG Classification Weiyu Chen Arnaud Delorme 61 0 0 24 Oct 2025
H-SPLID: HSIC-based Saliency Preserving Latent Information Decomposition Lukas Miklautz Chengzhi Shi Andrii Shkabrii Theodoros Thirimachos Davarakis Prudence Lam Claudia Plant Jennifer Dy Stratis Ioannidis 84 0 0 23 Oct 2025
Instance-Aware Pseudo-Labeling and Class-Focused Contrastive Learning for Weakly Supervised Domain Adaptive Segmentation of Electron Microscopy Shan Xiong Jiabao Chen Ye Wang Jialin Peng 80 0 0 18 Oct 2025
Deep Learning Based Domain Adaptation Methods in Remote Sensing: A Comprehensive Survey Shuchang Lyu Qi Zhao Zheng Zhou Meng Li You Zhou Dingding Yao Guangliang Cheng Huiyu Zhou Zhenwei Shi 76 0 0 17 Oct 2025
Geometric Moment Alignment for Domain Adaptation via Siegel Embeddings Shayan Gharib M. Hartmann Arto Klami 112 0 0 16 Oct 2025
High-Fidelity Simulated Data Generation for Real-World Zero-Shot Robotic Manipulation Learning with Gaussian Splatting Haoyu Zhao Cheng Zeng Linghao Zhuang Yaxi Zhao Shengke Xue ... Siteng Huang Mingxiu Chen Xin Li Deli Zhao Hua Zou 3DGS 139 2 0 12 Oct 2025
Reverse Supervision at Scale: Exponential Search Meets the Economics of Annotation Masoud Makrehchi OffRL 68 0 0 12 Oct 2025
Approximate Domain Unlearning for Vision-Language Models Kodai Kawamura Yuta Goto Rintaro Yanagi Hirokatsu Kataoka Go Irie MU VLM 173 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 124 0 0 04 Oct 2025
VirDA: Reusing Backbone for Unsupervised Domain Adaptation with Visual Reprogramming D. Nguyen D. Nguyen 183 0 0 02 Oct 2025
FRIEREN: Federated Learning with Vision-Language Regularization for Segmentation Ding-Ruei Shen FedML VLM 126 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 116 0 0 02 Oct 2025
Multi-Level Heterogeneous Knowledge Transfer Network on Forward Scattering Center Model for Limited Samples SAR ATR Chenxi Zhao Daochang Wang Siqian Zhang Gangyao Kuang 76 0 0 28 Sep 2025
POEM: Explore Unexplored Reliable Samples to Enhance Test-Time Adaptation Changán Yi Xiaohui Deng Shuaicheng Niu Yan Zhou 128 0 0 26 Sep 2025
Unsupervised Domain Adaptation with an Unobservable Source Subpopulation Chao Ying Jun Jin H. Zhang Qinglong Tian Yanyuan Ma Yixuan Li Jiwei Zhao OOD 138 0 0 24 Sep 2025
Generalizable Domain Adaptation for Sim-and-Real Policy Co-Training Shuo Cheng Liqian Ma Zhenyang Chen Ajay Mandlekar Caelan Reed Garrett Danfei Xu OOD 161 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 76 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 164 0 0 22 Sep 2025
COLA: Context-aware Language-driven Test-time AdaptationIEEE Transactions on Image Processing (IEEE TIP), 2025 Aiming Zhang Tianyuan Yu Liang Bai Jun Tang Yanming Guo Yirun Ruan Yun Zhou Zhihe Lu TTA VLM 242 0 0 22 Sep 2025
Lost in Translation? Vocabulary Alignment for Source-Free Adaptation in Open-Vocabulary Semantic Segmentation Silvio Mazzucco Carl Persson Mattia Segu Pier Luigi Dovesi Federico Tombari Luc Van Gool Matteo Poggi VLM 217 0 0 18 Sep 2025
Learning Majority-to-Minority Transformations with MMD and Triplet Loss for Imbalanced Classification Suman Cha Hyunjoong Kim MedIm 89 0 0 15 Sep 2025
"A 6 or a 9?": Ensemble Learning Through the Multiplicity of Performant Models and ExplanationsACM Transactions on Knowledge Discovery from Data (TKDD), 2025 Gianlucca L. Zuin Adriano Veloso 151 0 0 11 Sep 2025
ACE and Diverse Generalization via Selective Disagreement Oliver Daniels Stuart Armstrong Alexandre Maranhao Mahirah Fairuz Rahman Benjamin M. Marlin Rebecca Gorman OODD 211 0 0 09 Sep 2025
Semi-supervised Deep Transfer for Regression without Domain Alignment Mainak Biswas Ambedkar Dukkipati Devarajan Sridharan OOD BDL 127 0 0 05 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 89 0 0 05 Sep 2025
Empowering Large Language Model for Sequential Recommendation via Multimodal Embeddings and Semantic IDs Yuhao Wang Junwei Pan Xinhang Li Xinjian Zhao Y Samuel Wang Yue Liu Dapeng Liu Jie Jiang Xiangyu Zhao 116 2 0 02 Sep 2025
Cross-Cancer Knowledge Transfer in WSI-based Prognosis Prediction Pei Liu Luping Ji Jiaxiang Gou Xiangxiang Zeng 157 0 0 19 Aug 2025
PSScreen: Partially Supervised Multiple Retinal Disease Screening Boyi Zheng Qing Liu 192 1 0 14 Aug 2025
Generalizable Federated Learning using Client Adaptive Focal Modulation Tajamul Ashraf Iqra Altaf Gillani FedML 128 0 0 14 Aug 2025
Leveraging Unlabeled Data from Unknown Sources via Dual-Path Guidance for Deepfake Face Detection Zhiqiang Yang Renshuai Tao Xiaolong Zheng Guodong Yang Chunjie Zhang Yao Zhao 173 0 0 12 Aug 2025
How Safe Will I Be Given What I Saw? Calibrated Prediction of Safety Chances for Image-Controlled Autonomy Zhenjiang Mao Mrinall Eashaan Umasudhan Ivan Ruchkin 138 1 0 12 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 146 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 88 0 0 07 Aug 2025
Slice or the Whole Pie? Utility Control for AI Models Ye Tao AAML 88 0 0 06 Aug 2025
CORE-ReID V2: Advancing the Domain Adaptation for Object Re-Identification with Optimized Training and Ensemble Fusion Trinh Quoc Nguyen Oky Dicky Ardiansyah Prima Syahid Al Irfan Hindriyanto Dwi Purnomo Radius Tanone 105 2 0 06 Aug 2025
Neutralizing Token Aggregation via Information Augmentation for Efficient Test-Time Adaptation Yizhe Xiong Zihan Zhou Yiwen Liang H. Chen Zijia Lin Tianxiang Hao Fan Zhang Jungong Han Guiguang Ding 213 0 0 05 Aug 2025
Nested Graph Pseudo-Label Refinement for Noisy Label Domain Adaptation Learning Yingxu Wang Mengzhu Wang Zhichao Huang Suyu Liu Nan Yin AI4CE 155 2 0 01 Aug 2025
Consensus-Driven Active Model Selection Justin Kay Grant Van Horn Subhransu Maji Daniel Sheldon Sara Beery 150 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 128 0 0 30 Jul 2025