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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
Anomaly Detection in IR Images of PV Modules using Supervised Contrastive LearningProgress in Photovoltaics (Prog. Photovolt.), 2021 Lukas Bommes M. Hoffmann C. Buerhop‐Lutz Tobias Pickel J. Hauch Christoph J. Brabec Andreas Maier I. M. Peters 239 38 0 06 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 271 7 0 04 Dec 2021
Unsupervised Domain Generalization by Learning a Bridge Across DomainsComputer Vision and Pattern Recognition (CVPR), 2021 Sivan Harary Eli Schwartz Assaf Arbelle Peter W. J. Staar Shady Abu Hussein ... Hildegard Kuehne Dina Katabi Kate Saenko Rogerio Feris Leonid Karlinsky OOD 234 54 0 04 Dec 2021
Hierarchical Optimal Transport for Unsupervised Domain AdaptationMachine-mediated learning (ML), 2021 Mourad El Hamri Younès Bennani Issam Falih Hamid Ahaggach OT 139 22 0 03 Dec 2021
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning Shengjia Zhang Tiancheng Lin Yi Tian Xu 178 6 0 03 Dec 2021
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization M. Jehanzeb Mirza Jakub Micorek Horst Possegger Horst Bischof 227 158 0 01 Dec 2021
Adv-4-Adv: Thwarting Changing Adversarial Perturbations via Adversarial Domain Adaptation Tianyue Zheng Zhe Chen Shuya Ding Chao Cai Jun Luo AAML 152 5 0 01 Dec 2021
Unsupervised Domain Adaptation: A Reality Check Kevin Musgrave Serge Belongie Ser-Nam Lim 148 24 0 30 Nov 2021
Self-supervised Autoregressive Domain Adaptation for Time Series DataIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Mohamed Ragab Emadeldeen Eldele Zhenghua Chen Ruibing Jin C. Kwoh Xiaoli Li AI4TS 191 64 0 29 Nov 2021
Forecasting Daily COVID-19 Related Calls in VA Health Care System: Predictive Model Development Weipeng Zhou Ryan Laundry P. Hebert G. Luo 48 0 0 27 Nov 2021
Towards Principled Disentanglement for Domain GeneralizationComputer Vision and Pattern Recognition (CVPR), 2021 Hanlin Zhang Yi-Fan Zhang Weiyang Liu Adrian Weller Bernhard Schölkopf Eric Xing OOD 351 138 0 27 Nov 2021
Non-IID data and Continual Learning processes in Federated Learning: A long road aheadInformation Fusion (Inf. Fusion), 2021 Marcos F. Criado F. Casado R. Iglesias Carlos V. Regueiro S. Barro FedML 146 105 0 26 Nov 2021
Cross-Domain Adaptive Teacher for Object DetectionComputer Vision and Pattern Recognition (CVPR), 2021 Yu-Jhe Li Xiaoliang Dai Chih-Yao Ma Yen-Cheng Liu Kan Chen Bichen Wu Zijian He Kris Kitani Peter Vajda ObjD 318 242 0 25 Nov 2021
Exploiting Both Domain-specific and Invariant Knowledge via a Win-win Transformer for Unsupervised Domain Adaptation Wen-hui Ma Jinming Zhang Shuang Li Chi Harold Liu Yulin Wang Wei Li ViT 160 12 0 25 Nov 2021
One to Transfer All: A Universal Transfer Framework for Vision Foundation Model with Few Data Yujie Wang Junqin Huang Mengya Gao Yichao Wu Zhen-fei Yin Ding Liang Junjie Yan 131 0 0 24 Nov 2021
Maximum Mean Discrepancy for Generalization in the Presence of Distribution and Missingness Shift Liwn Ouyang Aaron Key 109 16 0 19 Nov 2021
Semi-Supervised Domain Generalization with Evolving Intermediate DomainPattern Recognition (Pattern Recogn.), 2021 Luojun Lin Han Xie Zhishu Sun Weijie Chen Wenxi Liu Yuanlong Yu Lei Zhang 348 15 0 19 Nov 2021
Deep Domain Adaptation for Pavement Crack Detection Huijun Liu Chu-Ya Yang Aocheng Li Sheng Huang Xin Feng Zhimin Ruan Yongxin Ge 153 37 0 19 Nov 2021
Action Recognition with Domain Invariant Features of Skeleton ImageAdvanced Video and Signal Based Surveillance (AVSS), 2021 Han Chen Yifan Jiang Hanseok Ko 198 3 0 19 Nov 2021
Edge-preserving Domain Adaptation for semantic segmentation of Medical Images Thong Vo N. Khan OOD MedIm 67 2 0 18 Nov 2021
See Eye to Eye: A Lidar-Agnostic 3D Detection Framework for Unsupervised Multi-Target Domain Adaptation Darren Tsai J. S. Berrio Mao Shan Stewart Worrall E. Nebot 3DPC 127 17 0 17 Nov 2021
Subject Enveloped Deep Sample Fuzzy Ensemble Learning Algorithm of Parkinson's Speech Data Yiwen Wang Fan Li Xiaoheng Zhang Pin Wang Yongming Li 68 0 0 17 Nov 2021
INTERN: A New Learning Paradigm Towards General Vision Jing Shao Siyu Chen Yangguang Li Kun Wang Zhen-fei Yin ... F. Yu Junjie Yan Dahua Lin Xiaogang Wang Yu Qiao 207 38 0 16 Nov 2021
Improving Compound Activity Classification via Deep Transfer and Representation LearningACS Omega (ACS Omega), 2021 Vishal Dey R. Machiraju Xia Ning AAML 205 4 0 14 Nov 2021
Probabilistic Contrastive Learning for Domain AdaptationInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Junjie Li Yixin Zhang Zilei Wang Saihui Hou Keyu Tu Man Zhang 577 18 0 11 Nov 2021
Domain Attention Consistency for Multi-Source Domain Adaptation Zhongying Deng Kaiyang Zhou Yongxin Yang Tao Xiang 206 7 0 06 Nov 2021
Transferable Time-Series Forecasting under Causal Conditional ShiftIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Zijian Li Ruichu Cai T. Fu Zhifeng Hao Kun Zhang TTA OOD AI4TS 169 33 0 05 Nov 2021
Deep Least Squares Alignment for Unsupervised Domain AdaptationBritish Machine Vision Conference (BMVC), 2021 Youshan Zhang Brian D. Davison 127 3 0 03 Nov 2021
Characterizing and Understanding the Generalization Error of Transfer Learning with Gibbs AlgorithmInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021 Yuheng Bu Gholamali Aminian Laura Toni Miguel R. D. Rodrigues G. Wornell 144 16 0 02 Nov 2021
Envelope Imbalance Learning Algorithm based on Multilayer Fuzzy C-means Clustering and Minimum Interlayer discrepancy Fan Li Xiaoheng Zhang Pin Wang Yongming Li 70 1 0 02 Nov 2021
Hierarchical Image Classification with A Literally Toy Dataset Long He Dandan Song Liang Zheng 133 2 0 01 Nov 2021
On Label Shift in Domain Adaptation via Wasserstein Distance Trung Le Dat Do Tuan Nguyen Huy Nguyen Hung Bui Nhat Ho Dinh Q. Phung 137 4 0 29 Oct 2021
Contrast and Mix: Temporal Contrastive Video Domain Adaptation with Background MixingNeural Information Processing Systems (NeurIPS), 2021 Aadarsh Sahoo Rutav Shah Yikang Shen Kate Saenko Abir Das 159 74 0 28 Oct 2021
Mapping conditional distributions for domain adaptation under generalized target shift Matthieu Kirchmeyer A. Rakotomamonjy Emmanuel de Bézenac Patrick Gallinari OOD 149 25 0 26 Oct 2021
Subject Adaptive EEG-based Visual Recognition Pilhyeon Lee Sunhee Hwang Seogkyu Jeon H. Byun 114 6 0 26 Oct 2021
Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval Jonathan Munro Michael Wray Diane Larlus G. Csurka Dima Damen 124 6 0 25 Oct 2021
Adversarial Deep Feature Extraction Network for User Independent Human Activity RecognitionAnnual IEEE International Conference on Pervasive Computing and Communications (PerCom), 2021 Sungho Suh Vitor Fortes Rey P. Lukowicz AAML 154 13 0 23 Oct 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
Pixel-by-Pixel Cross-Domain Alignment for Few-Shot Semantic SegmentationIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021 A. Tavera Fabio Cermelli Carlo Masone Barbara Caputo 241 26 0 22 Oct 2021
Cross-domain Trajectory Prediction with CTP-NetCAAI International Conference on Artificial Intelligence (CAAI-ICAI), 2021 Pingxuan Huang Zhenhua Cui Jing Li Shenghua Gao bo Hu Yanyan Fang 122 3 0 22 Oct 2021
A Fine-Grained Analysis on Distribution ShiftInternational Conference on Learning Representations (ICLR), 2021 Olivia Wiles Sven Gowal Florian Stimberg Sylvestre-Alvise Rebuffi Ira Ktena Krishnamurthy Dvijotham A. Cemgil OOD 549 239 0 21 Oct 2021
Ranking and Tuning Pre-trained Models: A New Paradigm for Exploiting Model HubsJournal of machine learning research (JMLR), 2021 Kaichao You Yong Liu Ziyang Zhang Jianmin Wang Sai Li Mingsheng Long 318 38 0 20 Oct 2021
Statistical and Topological Properties of Gaussian Smoothed Sliced Probability Divergences A. Rakotomamonjy Mokhtar Z. Alaya Maxime Bérar Gilles Gasso 219 5 0 20 Oct 2021
Domain Generalization through Audio-Visual Relative Norm Alignment in First Person Action Recognition M. Planamente Chiara Plizzari Emanuele Alberti Barbara Caputo EgoV 229 48 0 19 Oct 2021
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation Junjue Wang Zhuo Zheng A. Ma Xiaoyan Lu Yanfei Zhong 460 476 0 17 Oct 2021
TDACNN: Target-domain-free Domain Adaptation Convolutional Neural Network for Drift Compensation in Gas Sensors Yuelin Zhang Jia Yan Zehuan Wang Xiaoyan Peng Yutong Tian Shukai Duan Jia Yan 120 52 0 14 Oct 2021
Domain Adaptation on Semantic Segmentation with Separate Affine Transformation in Batch Normalization Junhao Yan Woonsok Lee OOD 130 1 0 14 Oct 2021
Newer is not always better: Rethinking transferability metrics, their peculiarities, stability and performance Shibal Ibrahim Natalia Ponomareva Rahul Mazumder AAML 375 21 0 13 Oct 2021
Domain Adaptive Semantic Segmentation without Source Data Fuming You Jingjing Li Lei Zhu Ke Lu Zhi Chen Zi Huang 188 60 0 13 Oct 2021
Reducing the Covariate Shift by Mirror Samples in Cross Domain Alignment Yin Zhao Minquan Wang Longjun Cai OOD 305 12 0 13 Oct 2021