Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

Papers citing "Deep Domain Confusion: Maximizing for Domain Invariance"

50 / 959 papers shown

Title
Ensemble Multi-Source Domain Adaptation with Pseudolabels Seongmin Lee Hyunsik Jeon U. Kang OOD 18 1 0 29 Sep 2020
Domain Adversarial Fine-Tuning as an Effective Regularizer Giorgos Vernikos Katerina Margatina Alexandra Chronopoulou Ion Androutsopoulos 70 15 0 28 Sep 2020
Scalable Transfer Learning with Expert Models J. Puigcerver C. Riquelme Basil Mustafa Cédric Renggli André Susano Pinto Sylvain Gelly Daniel Keysers N. Houlsby 140 65 0 28 Sep 2020
Domain Generalization via Semi-supervised Meta Learning Hossein Sharifi-Noghabi Hossein Asghari Nazanin Mehrasa Martin Ester OOD 64 11 0 26 Sep 2020
Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks Jinyong Hou Xuejie Ding Stephen Cranefield Jeremiah D. Deng GAN 95 7 0 25 Sep 2020
Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey Wenshuai Zhao Jorge Peña Queralta Tomi Westerlund OffRL 265 744 0 24 Sep 2020
Privacy-preserving Transfer Learning via Secure Maximum Mean Discrepancy Bin Zhang Cen Chen Li Wang 25 6 0 24 Sep 2020
Conditional Coupled Generative Adversarial Networks for Zero-Shot Domain Adaptation Jinghua Wang Jianmin Jiang GAN 72 36 0 11 Sep 2020
Adversarial Learning for Zero-shot Domain Adaptation Jinghua Wang Jianmin Jiang GAN 85 15 0 11 Sep 2020
Longitudinal Image Registration with Temporal-order and Subject-specificity Discrimination Qianye Yang Yunguan Fu F. Giganti N. Ghavami Qingchao Chen J. A. Noble Tom Vercauteren D. Barratt Yipeng Hu 59 8 0 29 Aug 2020
Cross-regional oil palm tree counting and detection via multi-level attention domain adaptation network Juepeng Zheng Haohuan Fu Weijia Li Wenzhao Wu Yi Zhao Runmin Dong Le Yu 68 67 0 26 Aug 2020
Learning Target Domain Specific Classifier for Partial Domain Adaptation Chuan-Xian Ren Pengfei Ge Peiyi Yang Shuicheng Yan 164 44 0 25 Aug 2020
Domain Adaptation of Learned Features for Visual Localization Sungyong Baik Hyo Jin Kim Tianwei Shen Eddy Ilg Kyoung Mu Lee Chris Sweeney OOD 92 6 0 21 Aug 2020
Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment Qingjie Meng Daniel Rueckert Bernhard Kainz OOD 49 14 0 19 Aug 2020
Network Architecture Search for Domain Adaptation Yichen Li Xingchao Peng OOD 93 15 0 13 Aug 2020
Learning to Cluster under Domain Shift Willi Menapace Stéphane Lathuilière Elisa Ricci OOD 73 14 0 11 Aug 2020
Unravelling Small Sample Size Problems in the Deep Learning World Rohit Keshari Soumyadeep Ghosh S. Chhabra Mayank Vatsa Richa Singh 113 33 0 08 Aug 2020
Hard Class Rectification for Domain Adaptation Yunlong Zhang Changxing Jing Huangxing Lin Chaoqi Chen Yue Huang Xinghao Ding Yang Zou 60 11 0 08 Aug 2020
Associative Partial Domain Adaptation Youngeun Kim Sungeun Hong Seunghan Yang Sungil Kang Yunho Jeon Jiwon Kim 115 7 0 07 Aug 2020
A Novel Method For Designing Transferable Soft Sensors And Its Application Hossein Shahabadi Farahani A. Fatehi Alireza Nadali M. A. Shoorehdeli AAML 48 7 0 05 Aug 2020
Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation Shuang Li Binhui Xie Jiashu Wu Ying Zhao Chi Harold Liu Zhengming Ding 86 50 0 04 Aug 2020
Shape Consistent 2D Keypoint Estimation under Domain Shift Levi O. Vasconcelos Massimiliano Mancini Davide Boscaini Samuel Rota Buló Barbara Caputo Elisa Ricci MDE OOD 3DPC 41 2 0 04 Aug 2020
Class-Incremental Domain Adaptation Jogendra Nath Kundu R. Venkatesh Naveen Venkat Ambareesh Revanur R. Venkatesh Babu CLL 74 51 0 04 Aug 2020
Learning Task-oriented Disentangled Representations for Unsupervised Domain Adaptation Pingyang Dai Peixian Chen Qiong Wu Xiaopeng Hong QiXiang Ye Q. Tian Rongrong Ji OOD 45 0 0 27 Jul 2020
Dual Distribution Alignment Network for Generalizable Person Re-Identification Peixian Chen Pingyang Dai Jianzhuang Liu Feng Zheng Q. Tian Rongrong Ji OOD 132 47 0 27 Jul 2020
Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks Lida Zhang N. Hurley Bassem Ibrahim E. Spatz H. Krumholz R. Jafari B. Mortazavi AAML OOD 54 20 0 24 Jul 2020
Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation Luyu Yang Yan Wang M. Gao Abhinav Shrivastava Kilian Q. Weinberger Wei-Lun Chao Ser-Nam Lim OOD 117 76 0 24 Jul 2020
Deep Learning Based Brain Tumor Segmentation: A Survey Zhihua Liu Lei Tong Zheheng Jiang Long Chen Feixiang Zhou Qianni Zhang Xiangrong Zhang Ling Li Huiyu Zhou 3DV 110 238 0 18 Jul 2020
DWMD: Dimensional Weighted Orderwise Moment Discrepancy for Domain-specific Hidden Representation Matching Rongzhe Wei Fa Zhang Bo Dong Q. Zheng 23 0 0 18 Jul 2020
Domain2Vec: Domain Embedding for Unsupervised Domain Adaptation Xingchao Peng Yichen Li Kate Saenko 69 35 0 17 Jul 2020
Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation Hang Wang Minghao Xu Bingbing Ni Wenjun Zhang 99 113 0 17 Jul 2020
Learning to Match Distributions for Domain Adaptation Chaohui Yu Jindong Wang Chang-Shu Liu Tao Qin Renjun Xu Wenjie Feng Yiqiang Chen Tie-Yan Liu OOD 61 7 0 17 Jul 2020
Transferable Calibration with Lower Bias and Variance in Domain Adaptation Ximei Wang Mingsheng Long Jianmin Wang Michael I. Jordan 85 54 0 16 Jul 2020
Label Propagation with Augmented Anchors: A Simple Semi-Supervised Learning baseline for Unsupervised Domain Adaptation Yabin Zhang Bin Deng Kui Jia Lei Zhang 85 69 0 15 Jul 2020
Automated Synthetic-to-Real Generalization Wuyang Chen Zhiding Yu Zhangyang Wang Anima Anandkumar 91 68 0 14 Jul 2020
Representation Transfer by Optimal Transport Xuhong Li Yves Grandvalet Rémi Flamary Nicolas Courty Dejing Dou OT 71 8 0 13 Jul 2020
Adversarially-Trained Deep Nets Transfer Better: Illustration on Image Classification Francisco Utrera Evan Kravitz N. Benjamin Erichson Rekha Khanna Michael W. Mahoney GAN 108 33 0 11 Jul 2020
Dual Mixup Regularized Learning for Adversarial Domain Adaptation Yuan Wu Diana Inkpen Ahmed El-Roby 70 169 0 07 Jul 2020
Are Labels Always Necessary for Classifier Accuracy Evaluation? Weijian Deng Liang Zheng 74 118 0 06 Jul 2020
Learning a Domain Classifier Bank for Unsupervised Adaptive Object Detection Sanli Tang Zhanzhan Cheng Shiliang Pu Dashan Guo Yi Niu Leilei Gan 35 2 0 06 Jul 2020
Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation Jiaxing Huang Shijian Lu Dayan Guan Xiaobing Zhang 171 125 0 05 Jul 2020
Continuously Indexed Domain Adaptation Hao Wang Hao He Dina Katabi MedIm 87 118 0 03 Jul 2020
Domain Adaptation without Source Data Youngeun Kim Donghyeon Cho Kyeongtak Han Priyadarshini Panda Sungeun Hong TTA 122 180 0 03 Jul 2020
Rethink Maximum Mean Discrepancy for Domain Adaptation Wei Wang Haojie Li Zhengming Ding Zhihui Wang 46 24 0 01 Jul 2020
Adversarial Network with Multiple Classifiers for Open Set Domain Adaptation Tasfia Shermin Guojun Lu S. Teng Manzur Murshed Ferdous Sohel 55 0 0 01 Jul 2020
Deep Doubly Supervised Transfer Network for Diagnosis of Breast Cancer with Imbalanced Ultrasound Imaging Modalities Han Xiangmin Wang Jun Z. Weijun Chang Cai Ying Shihui Shi Jun 13 16 0 29 Jun 2020
Between-Domain Instance Transition Via the Process of Gibbs Sampling in RBM Hossein Shahabadi Farahani A. Fatehi M. A. Shoorehdeli 30 6 0 25 Jun 2020
Multi-source Domain Adaptation via Weighted Joint Distributions Optimal Transport Rosanna Turrisi Rémi Flamary A. Rakotomamonjy Massimiliano Pontil OT 74 32 0 23 Jun 2020
Progressive Graph Learning for Open-Set Domain Adaptation Yadan Luo Zijian Wang Zi Huang Mahsa Baktash OOD 105 96 0 22 Jun 2020
Feature Alignment and Restoration for Domain Generalization and Adaptation Xin Jin Cuiling Lan Wenjun Zeng Zhibo Chen OOD 92 40 0 22 Jun 2020