Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

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

50 / 959 papers shown

Title
A Balanced and Uncertainty-aware Approach for Partial Domain Adaptation Jian Liang Yunbo Wang Dapeng Hu Ran He Jiashi Feng 253 113 0 05 Mar 2020
Towards Fair Cross-Domain Adaptation via Generative Learning Tongxin Wang Zhengming Ding Wei Shao Haixu Tang Kun Huang TTA 93 9 0 04 Mar 2020
LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation Peng-Tao Jiang Srikanth Saripalli 3DPC 162 16 0 02 Mar 2020
Learning Cross-domain Generalizable Features by Representation Disentanglement Qingjie Meng Daniel Rueckert Bernhard Kainz OOD DRL 57 12 0 29 Feb 2020
Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation Yunhan Zhao Shu Kong Daeyun Shin Charless C. Fowlkes MDE 86 44 0 27 Feb 2020
Understanding Self-Training for Gradual Domain Adaptation Ananya Kumar Tengyu Ma Percy Liang CLL TTA 107 233 0 26 Feb 2020
Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example Serena Booth Yilun Zhou Ankit J. Shah J. Shah BDL 47 2 0 19 Feb 2020
Enlarging Discriminative Power by Adding an Extra Class in Unsupervised Domain Adaptation H. Tran Sumyeong Ahn Taeyoung Lee Yung Yi 41 2 0 19 Feb 2020
Universal Domain Adaptation through Self Supervision Kuniaki Saito Donghyun Kim Stan Sclaroff Kate Saenko OOD TTA 109 325 0 19 Feb 2020
Collaborative Training of Balanced Random Forests for Open Set Domain Adaptation Jongbin Ryu Jiun Bae Jongwoo Lim 36 3 0 10 Feb 2020
Impact of ImageNet Model Selection on Domain Adaptation Youshan Zhang Brian D. Davison FAtt OOD VLM 114 34 0 06 Feb 2020
Entropy Minimization vs. Diversity Maximization for Domain Adaptation Xiaofu Wu Suofei Zhang Quan Zhou Zhen Yang Chunming Zhao Longin Jan Latecki 80 13 0 05 Feb 2020
Syn2Real: Forgery Classification via Unsupervised Domain Adaptation Akash Kumar Arnav Bhavasar 48 6 0 03 Feb 2020
Unsupervised Domain Adaptive Object Detection using Forward-Backward Cyclic Adaptation Siqi Yang Lin Wu Arnold Wiliem Brian C. Lovell ObjD 65 19 0 03 Feb 2020
Domain-Adversarial and Conditional State Space Model for Imitation Learning Ryogo Okumura Masashi Okada T. Taniguchi 77 12 0 31 Jan 2020
Multi-site fMRI Analysis Using Privacy-preserving Federated Learning and Domain Adaptation: ABIDE Results Xiaoxiao Li Yufeng Gu Nicha Dvornek Lawrence H. Staib P. Ventola James S. Duncan FedML OOD 124 364 0 16 Jan 2020
Unsupervised Domain Adaptation for Mobile Semantic Segmentation based on Cycle Consistency and Feature Alignment Marco Toldo Umberto Michieli Gianluca Agresti Pietro Zanuttigh 77 51 0 14 Jan 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 113 114 0 13 Jan 2020
Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification Yixiao Ge Dapeng Chen Hongsheng Li 105 560 0 06 Jan 2020
Adversarial-Learned Loss for Domain Adaptation Minghao Chen Shuai Zhao Haifeng Liu Deng Cai 87 175 0 04 Jan 2020
Low-Budget Label Query through Domain Alignment Enforcement Jurandy Almeida Cristiano Saltori Paolo Rota N. Sebe 69 5 0 01 Jan 2020
Dual Adversarial Domain Adaptation Yuntao Du Z. Tan Qian Chen Xiaowen Zhang Yirong Yao Chong-Jun Wang 82 10 0 01 Jan 2020
Learning Predictive Models From Observation and Interaction Karl Schmeckpeper Annie Xie Oleh Rybkin Stephen Tian Kostas Daniilidis Sergey Levine Chelsea Finn DRL 91 60 0 30 Dec 2019
Applications of Unsupervised Deep Transfer Learning to Intelligent Fault Diagnosis: A Survey and Comparative Study Zhibin Zhao Qiyang Zhang Xiaolei Yu Chuang Sun Shibin Wang Ruqiang Yan Xuefeng Chen AI4CE 90 368 0 28 Dec 2019
HoMM: Higher-order Moment Matching for Unsupervised Domain Adaptation Chao Chen Zhihang Fu Zhihong Chen Sheng Jin Zhaowei Cheng Xinyu Jin Xiansheng Hua 94 203 0 27 Dec 2019
Adversarial Feature Distribution Alignment for Semi-Supervised Learning Christoph Mayer M. Paul Radu Timofte 96 12 0 22 Dec 2019
Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing Suman Saha Wenhao Xu Menelaos Kanakis Stamatios Georgoulis Yuhua Chen D. Paudel Luc Van Gool CVBM 69 39 0 15 Dec 2019
Learning Domain Adaptive Features with Unlabeled Domain Bridges Yichen Li Xingchao Peng GAN 30 3 0 10 Dec 2019
Minimum Class Confusion for Versatile Domain Adaptation Ying Jin Ximei Wang Mingsheng Long Jianmin Wang 97 7 0 08 Dec 2019
Adversarial Domain Adaptation with Domain Mixup Minghao Xu Jian Zhang Bingbing Ni Teng Li Chengjie Wang Qi Tian Wenjun Zhang 105 451 0 04 Dec 2019
Correlation-aware Adversarial Domain Adaptation and Generalization Mohammad Mahfujur Rahman Clinton Fookes Mahsa Baktash Sridha Sridharan OOD 177 148 0 29 Nov 2019
Light-weight Calibrator: a Separable Component for Unsupervised Domain Adaptation Shaokai Ye Kailu Wu Mu Zhou Yunfei Yang S. Tan Kaidi Xu Jiebo Song Chenglong Bao Kaisheng Ma 79 21 0 28 Nov 2019
Discriminative Adversarial Domain Adaptation Hui Tang Kui Jia OOD 118 195 0 27 Nov 2019
AdapNet: Adaptability Decomposing Encoder-Decoder Network for Weakly Supervised Action Recognition and Localization Xiaoyu Zhang Changsheng Li Haichao Shi Xiaobin Zhu Peng Li Jing Dong 93 37 0 27 Nov 2019
Third-Person Visual Imitation Learning via Decoupled Hierarchical Controller Pratyusha Sharma Deepak Pathak Abhinav Gupta SSL 101 120 0 21 Nov 2019
Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA Badri N. Patro Anupriy Vinay P. Namboodiri AAML FAtt 85 26 0 19 Nov 2019
Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling Qian Wang T. Breckon OOD 94 219 0 18 Nov 2019
Collaborative Unsupervised Domain Adaptation for Medical Image Diagnosis Yifan Zhang Ying Wei P. Zhao Shuaicheng Niu Qingyao Wu Mingkui Tan Junzhou Huang OOD 117 149 0 17 Nov 2019
Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning Fuxun Yu Di Wang Yinpeng Chen Nikolaos Karianakis Tong Shen Pei Yu Dimitrios Lymberopoulos Sidi Lu Weisong Shi Xiang Chen 83 33 0 17 Nov 2019
Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models Yuge Shi Siddharth Narayanaswamy Brooks Paige Philip Torr DRL 130 273 0 08 Nov 2019
A Comprehensive Survey on Transfer Learning Fuzhen Zhuang Zhiyuan Qi Keyu Duan Dongbo Xi Yongchun Zhu Hengshu Zhu Hui Xiong Qing He 411 4,515 0 07 Nov 2019
Federated Adversarial Domain Adaptation Xingchao Peng Zijun Huang Yizhe Zhu Kate Saenko FedML 103 274 0 05 Nov 2019
Air-Writing Translater: A Novel Unsupervised Domain Adaptation Method for Inertia-Trajectory Translation of In-air Handwriting Songbin Xu Yang Xue Xin Zhang Lianwen Jin 58 3 0 01 Nov 2019
Differentially Private Distributed Data Summarization under Covariate Shift Kanthi Kiran Sarpatwar Karthikeyan Shanmugam Venkata Sitaramagiridharganesh Ganapavarapu A. Jagmohan Roman Vaculin 24 10 0 28 Oct 2019
Multi-sequence Cardiac MR Segmentation with Adversarial Domain Adaptation Network Jiexiang Wang Hongyu Huang Chaoqi Chen Wenao Ma Yue Huang Xinghao Ding OOD 82 22 0 28 Oct 2019
Deep causal representation learning for unsupervised domain adaptation Raha Moraffah Kai Shu A. Raglin Huan Liu CML OOD 110 11 0 28 Oct 2019
Progressive Domain Adaptation for Object Detection Han-Kai Hsu Chun-Han Yao Yi-Hsuan Tsai Wei-Chih Hung Hung-Yu Tseng M. Singh Ming-Hsuan Yang ObjD 122 314 0 24 Oct 2019
Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations Zuyi Bao Rui Huang Chen Li Kenny Q. Zhu 51 4 0 24 Oct 2019
Class-imbalanced Domain Adaptation: An Empirical Odyssey Shuhan Tan Xingchao Peng Kate Saenko OOD 67 11 0 23 Oct 2019
Wasserstein Distance Guided Cross-Domain Learning Jie Su OOD 23 0 0 14 Oct 2019