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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
Predicting Out-of-Distribution Error with the Projection NormInternational Conference on Machine Learning (ICML), 2022 Yaodong Yu Zitong Yang Alexander Wei Yi-An Ma Jacob Steinhardt OODD 171 50 0 11 Feb 2022
Positive-Unlabeled Domain AdaptationInternational Conference on Data Science and Advanced Analytics (DSAA), 2022 Jonas Sonntag Gunnar Behrens Lars Schmidt-Thieme 147 3 0 11 Feb 2022
Consistency and Diversity induced Human Motion SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Tao Zhou Huazhu Fu Chen Gong Ling Shao Fatih Porikli Haibin Ling Jianbing Shen 152 25 0 10 Feb 2022
Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across CitiesInternational Conference on Information and Knowledge Management (CIKM), 2022 Yihong Tang Ao Qu A. Chow W. Lam S. Wong Wei-Ying Ma AI4TS 256 72 0 08 Feb 2022
Towards Micro-video Thumbnail Selection via a Multi-label Visual-semantic Embedding Model Liu Bo 76 0 0 07 Feb 2022
On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain AdaptationInternational Conference on Machine Learning (ICML), 2022 Maohao Shen Yuheng Bu Greg Wornell 515 19 0 01 Feb 2022
Provable Domain Generalization via Invariant-Feature Subspace RecoveryInternational Conference on Machine Learning (ICML), 2022 Haoxiang Wang Haozhe Si Yue Liu Han Zhao OOD 272 37 0 30 Jan 2022
Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation Changwei Xu Jianfei Yang Haoran Tang Han Zou Cheng Lu Tianshuo Zhang 157 1 0 28 Jan 2022
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired ClassifiersAAAI Conference on Artificial Intelligence (AAAI), 2022 Payam Karisani 160 6 0 28 Jan 2022
Gap Minimization for Knowledge Sharing and TransferJournal of machine learning research (JMLR), 2022 Boyu Wang Jorge Armando Mendez Mendez Changjian Shui Fan Zhou Di Wu Gezheng Xu Christian Gagné Eric Eaton 276 12 0 26 Jan 2022
Unsupervised Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation via Semi-supervised Learning and Label Fusion Han Liu Yubo Fan C. Cui Dingjie Su A. McNeil Benoit M. Dawant 196 5 0 25 Jan 2022
DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations Yuanfeng Ji Jun Liu Jiaxiang Wu Bing Wu Long-Kai Huang ... Ping Luo Shuigeng Zhou Junzhou Huang Peilin Zhao Yatao Bian OOD 218 85 0 24 Jan 2022
How does unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis Shuai Zhang Ming Wang Sijia Liu Pin-Yu Chen Jinjun Xiong SSL MLT 303 25 0 21 Jan 2022
Domain Generalization via Frequency-domain-based Feature Disentanglement and InteractionACM Multimedia (ACM MM), 2022 Jing-Yi Wang Ruoyi Du Dongliang Chang Kongming Liang Zhanyu Ma OOD 226 57 0 20 Jan 2022
A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis Qi A. An Ruijiang Li Lin Gu Hao Zhang Qingyu Chen Zhiyong Lu Fei Wang Yingying Zhu OOD 94 4 0 18 Jan 2022
OmniPrint: A Configurable Printed Character Synthesizer Haozhe Sun Wei-Wei Tu Isabelle M Guyon SyDa 164 7 0 17 Jan 2022
Egeria: Efficient DNN Training with Knowledge-Guided Layer FreezingEuropean Conference on Computer Systems (EuroSys), 2022 Yiding Wang D. Sun Kai Chen Fan Lai Mosharaf Chowdhury 240 57 0 17 Jan 2022
GearNet: Stepwise Dual Learning for Weakly Supervised Domain AdaptationAAAI Conference on Artificial Intelligence (AAAI), 2022 Renchunzi Xie Jianguo Huang Lei Feng Bo An 188 12 0 16 Jan 2022
Domain Adaptation via Bidirectional Cross-Attention Transformer Xiyu Wang Pengxin Guo Yu Zhang ViT 116 26 0 15 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 177 127 0 15 Jan 2022
Parameter-free Online Test-time AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Malik Boudiaf Romain Mueller Ismail Ben Ayed Luca Bertinetto TTA 184 193 0 15 Jan 2022
Self-semantic contour adaptation for cross modality brain tumor segmentationIEEE International Symposium on Biomedical Imaging (ISBI), 2022 Xiaofeng Liu Fangxu Xing Xiaofeng Liu Jonghye Woo 138 17 0 13 Jan 2022
Preserving Domain Private Representation via Mutual Information Maximization Jiahong Chen Jing Wang Weipeng Lin Kuangen Zhang Clarence W. de Silva OOD 113 4 0 09 Jan 2022
Revisiting Deep Subspace Alignment for Unsupervised Domain Adaptation Kowshik Thopalli Jayaraman J. Thiagarajan Rushil Anirudh Pavan Turaga 115 0 0 05 Jan 2022
Modeling Users' Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud DetectionThe Web Conference (WWW), 2020 Yongchun Zhu Dongbo Xi Bowen Song Fuzhen Zhuang Shuai Chen Xi Gu Qing He 131 64 0 04 Jan 2022
Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple SourcesAAAI Conference on Artificial Intelligence (AAAI), 2019 Yongchun Zhu Fuzhen Zhuang Deqing Wang OOD 236 336 0 04 Jan 2022
Multi-Representation Adaptation Network for Cross-domain Image ClassificationNeural Networks (NN), 2019 Yongchun Zhu Fuzhen Zhuang Yongfeng Zhang Jingwu Chen Zhiping Shi Wenjuan Wu Qing He OOD 219 248 0 04 Jan 2022
Improving Out-of-Distribution Robustness via Selective AugmentationInternational Conference on Machine Learning (ICML), 2022 Huaxiu Yao Yu Wang Sai Li Linjun Zhang Weixin Liang James Zou Chelsea Finn OOD OODD 308 252 0 02 Jan 2022
Optimal Representations for Covariate ShiftInternational Conference on Learning Representations (ICLR), 2021 Yangjun Ruan Yann Dubois Chris J. Maddison OOD 392 74 0 31 Dec 2021
An Unsupervised Domain Adaptation Model based on Dual-module Adversarial Training Yiju Yang Tianxiao Zhang Guanyue Li Taejoon Kim Guanghui Wang OOD 190 29 0 31 Dec 2021
Domain Adaptation with Category Attention Network for Deep Sentiment AnalysisThe Web Conference (WWW), 2020 Dongbo Xi Fuzhen Zhuang Ganbin Zhou X. Cheng Fen Lin Qing He OOD 120 20 0 31 Dec 2021
Feature matching as improved transfer learning technique for wearable EEGBiomedical Signal Processing and Control (BSPC), 2021 E. Heremans Huy P Phan A. Ansari Pascal Borzée B. Buyse D. Testelmans M. D. Vos OOD 149 13 0 29 Dec 2021
FRuDA: Framework for Distributed Adversarial Domain AdaptationIEEE Transactions on Parallel and Distributed Systems (TPDS), 2021 Shaoduo Gan Akhil Mathur Anton Isopoussu F. Kawsar N. Bianchi-Berthouze Nicholas D. Lane 138 15 0 26 Dec 2021
Geometry-Aware Unsupervised Domain Adaptation You-Wei Luo Chuan-Xian Ren Ziliang Chen 190 0 0 21 Dec 2021
Encoding Hierarchical Information in Neural Networks helps in Subpopulation ShiftIEEE Transactions on Artificial Intelligence (IEEE TAI), 2021 Amitangshu Mukherjee Isha Garg Kaushik Roy 144 6 0 20 Dec 2021
Reciprocal Normalization for Domain AdaptationPattern Recognition (Pattern Recogn.), 2021 Zhiyong Huang Kekai Sheng Ke Li Jian Liang Taiping Yao Weiming Dong D. Zhou Xing Sun 152 12 0 20 Dec 2021
Pre-Training Transformers for Domain Adaptation Burhan Ul Tayyab Nicholas Chua ViT 137 3 0 18 Dec 2021
UMAD: Universal Model Adaptation under Domain and Category Shift Jian Liang Dapeng Hu Jiashi Feng Ran He 152 34 0 16 Dec 2021
Invariance Through Latent Alignment Takuma Yoneda Ge Yang Matthew R. Walter Bradly C. Stadie OOD 167 11 0 15 Dec 2021
A Style and Semantic Memory Mechanism for Domain Generalization Yang Chen Yu Wang Yingwei Pan Ting Yao Xinmei Tian Tao Mei 129 46 0 14 Dec 2021
Transferrable Contrastive Learning for Visual Domain Adaptation Yang Chen Yingwei Pan Yu Wang Ting Yao Xinmei Tian Tao Mei 148 26 0 14 Dec 2021
Generalization Bounds for Stochastic Gradient Langevin Dynamics: A Unified View via Information Leakage Analysis Bingzhe Wu Zhicong Liang Yatao Bian Chaochao Chen Junzhou Huang Yuan Yao 99 1 0 14 Dec 2021
A Survey of Unsupervised Domain Adaptation for Visual Recognition Youshan Zhang OOD 175 50 0 13 Dec 2021
Semi-supervised Domain Adaptive Structure Learning Can Qin Lichen Wang Qianqian Ma Yu Yin Huan Wang Y. Fu TTA 187 28 0 12 Dec 2021
Extending the WILDS Benchmark for Unsupervised Adaptation Shiori Sagawa Pang Wei Koh Tony Lee Irena Gao Sang Michael Xie ... Kate Saenko Tatsunori Hashimoto Sergey Levine Chelsea Finn Abigail Z. Jacobs OOD 154 110 0 09 Dec 2021
Illumination and Temperature-Aware Multispectral Networks for Edge-Computing-Enabled Pedestrian Detection Yifan Zhuang Ziyuan Pu Jia Hu Yinhai Wang 144 29 0 09 Dec 2021
AdaStereo: An Efficient Domain-Adaptive Stereo Matching Approach Xiao-yang Song Guorun Yang Xinge Zhu Hui Zhou Yuexin Ma Zhe Wang Jianping Shi 152 17 0 09 Dec 2021
Burn After Reading: Online Adaptation for Cross-domain Streaming Data Luyu Yang M. Gao Zeyuan Chen Ran Xu Abhinav Shrivastava Chetan Ramaiah 107 4 0 08 Dec 2021
Pareto Domain Adaptation Fangrui Lv Jian Liang Kaixiong Gong Shuang Li Chi Harold Liu Han Li Di Liu Guoren Wang 153 35 0 08 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 206 43 0 06 Dec 2021