Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

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

50 / 959 papers shown

Title
Exposing Semantic Segmentation Failures via Maximum Discrepancy Competition Jiebin Yan Yu Zhong Yuming Fang Zhangyang Wang Kede Ma UQCV 92 18 0 27 Feb 2021
Domain Impression: A Source Data Free Domain Adaptation Method V. Kurmi Venkatesh Subramanian Vinay P. Namboodiri TTA 231 152 0 17 Feb 2021
Weak Adaptation Learning -- Addressing Cross-domain Data Insufficiency with Weak Annotator Shichao Xu Lixu Wang Yixuan Wang Qi Zhu 76 15 0 15 Feb 2021
Multi-Objective Meta Learning Feiyang Ye Baijiong Lin Zhixiong Yue Pengxin Guo Qiao Xiao Yu Zhang 101 49 0 14 Feb 2021
Visual Search at Alibaba Yanhao Zhang Pan Pan Yun Zheng Kang Zhao Yingya Zhang Xiaofeng Ren Rong Jin VLM 105 124 0 09 Feb 2021
CODE-AE: A Coherent De-confounding Autoencoder for Predicting Patient-Specific Drug Response From Cell Line Transcriptomics Di He Lei Xie 27 5 0 31 Jan 2021
Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identification Hao Feng Minghao Chen Jinming Hu Dong Shen Haifeng Liu Deng Cai 92 67 0 29 Jan 2021
A Unified Joint Maximum Mean Discrepancy for Domain Adaptation Wei Wang Baopu Li Shuhui Yang Jing Sun Zhengming Ding Junyang Chen Xiao Dong Zhihui Wang Haojie Li 85 11 0 25 Jan 2021
Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data Gaurav Kumar Nayak Konda Reddy Mopuri Saksham Jain Anirban Chakraborty 78 14 0 15 Jan 2021
Discriminative Noise Robust Sparse Orthogonal Label Regression-based Domain Adaptation Lingkun Luo Liming Chen Shiqiang Hu OOD 64 6 0 09 Jan 2021
Smartphone Sensor-based Human Activity Recognition Robust to Different Sampling Rates Tatsuhito Hasegawa 50 20 0 04 Jan 2021
Improving Unsupervised Domain Adaptation by Reducing Bi-level Feature Redundancy Mengzhu Wang Xiang Zhang L. Lan Wei Wang Huibin Tan Zhigang Luo AI4CE 83 1 0 28 Dec 2020
Dual-Refinement: Joint Label and Feature Refinement for Unsupervised Domain Adaptive Person Re-Identification Yongxing Dai Jun Liu Yan Bai Zekun Tong Ling-yu Duan 100 78 0 26 Dec 2020
Learning Disentangled Semantic Representation for Domain Adaptation Ruichu Cai Zijian Li Pengfei Wei Jie Qiao Kun Zhang Zijian Li OOD DRL 113 132 0 22 Dec 2020
Time Series Domain Adaptation via Sparse Associative Structure Alignment Ruichu Cai Jiawei Chen Zijian Li Wei Chen Keli Zhang Junjian Ye Zhuozhang Li Xiaoyan Yang Zhenjie Zhang CML TTA OOD AI4TS 101 92 0 22 Dec 2020
SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation Viraj Prabhu Shivam Khare Deeksha Kartik Judy Hoffman 125 135 0 21 Dec 2020
Unsupervised Domain Adaptation with Temporal-Consistent Self-Training for 3D Hand-Object Joint Reconstruction Mengshi Qi Edoardo Remelli Mathieu Salzmann Pascal Fua TTA 3DH 78 5 0 21 Dec 2020
mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets R. Gong Dengxin Dai Yuhua Chen Wen Li Luc Van Gool 128 23 0 15 Dec 2020
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 393 1,453 0 14 Dec 2020
Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation Shuang Li Fangrui Lv Binhui Xie Chi Harold Liu Jian Liang Chen Qin 65 116 0 13 Dec 2020
Driver Glance Classification In-the-wild: Towards Generalization Across Domains and Subjects Sandipan Banerjee Ajjen Joshi Jay Turcot B. Reimer Taniya Mishra 111 2 0 05 Dec 2020
Cross-Modal Generalization: Learning in Low Resource Modalities via Meta-Alignment Paul Pu Liang Peter Wu Liu Ziyin Louis-Philippe Morency Ruslan Salakhutdinov 83 32 0 04 Dec 2020
Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Qian Wang Fanlin Meng T. Breckon 66 16 0 01 Dec 2020
Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings Marco Toldo Umberto Michieli Pietro Zanuttigh OOD 96 44 0 25 Nov 2020
Insights From A Large-Scale Database of Material Depictions In Paintings Hubert Lin Mitchell J. P. van Zuijlen M. Wijntjes S. Pont Kavita Bala 126 6 0 24 Nov 2020
DomainMix: Learning Generalizable Person Re-Identification Without Human Annotations Wenhao Wang Tianran Ouyang Fang Zhao Cuicui Kang Ling Shao 69 26 0 24 Nov 2020
Robustified Domain Adaptation Jiajin Zhang Hanqing Chao Pingkun Yan 36 4 0 18 Nov 2020
Transducer Adaptive Ultrasound Volume Reconstruction Hengtao Guo Sheng Xu Bradford J. Wood Pingkun Yan OOD 23 2 0 17 Nov 2020
Reinforcement Learning with Videos: Combining Offline Observations with Interaction Karl Schmeckpeper Oleh Rybkin Kostas Daniilidis Sergey Levine Chelsea Finn OffRL 132 107 0 12 Nov 2020
Universal Multi-Source Domain Adaptation Yueming Yin Zhen Yang Haifeng Hu Xiaofu Wu 67 1 0 05 Nov 2020
Against Adversarial Learning: Naturally Distinguish Known and Unknown in Open Set Domain Adaptation Sitong Mao Xiao Shen K. F. Chung 39 0 0 04 Nov 2020
Mixed Set Domain Adaptation Sitong Mao Keli Zhang K. F. Chung 45 0 0 04 Nov 2020
Domain Adaptive Knowledge Distillation for Driving Scene Semantic Segmentation D. Kothandaraman Athira M. Nambiar Anurag Mittal CLL 56 27 0 03 Nov 2020
Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging Qingjie Meng Jacqueline Matthew V. Zimmer Alberto Gómez D. Lloyd Daniel Rueckert Bernhard Kainz OOD 61 36 0 30 Oct 2020
All-Weather Object Recognition Using Radar and Infrared Sensing Marcel Sheeny 51 1 0 30 Oct 2020
Fighting Copycat Agents in Behavioral Cloning from Observation Histories Chuan Wen Jierui Lin Trevor Darrell Dinesh Jayaraman Yang Gao 78 60 0 28 Oct 2020
Transfer Learning for Input Estimation of Vehicle Systems Liam Cronin S. S. Eshkevari Debarshi Sen S. Pakzad 20 2 0 26 Oct 2020
Casting a BAIT for Offline and Online Source-free Domain Adaptation Shiqi Yang Yaxing Wang Joost van de Weijer Luis Herranz Shangling Jui TTA 167 52 0 23 Oct 2020
Domain Divergences: a Survey and Empirical Analysis Abhinav Ramesh Kashyap Devamanyu Hazarika Min-Yen Kan Roger Zimmermann 277 40 0 23 Oct 2020
Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation Taotao Jing Bingrong Xu Jingjing Li Zhengming Ding TTA 76 14 0 23 Oct 2020
Knowledge Distillation for BERT Unsupervised Domain Adaptation Minho Ryu K. Lee 105 35 0 22 Oct 2020
Unsupervised Domain Adaptation for Spatio-Temporal Action Localization Nakul Agarwal Yi-Ting Chen Behzad Dariush Ming-Hsuan Yang 92 8 0 19 Oct 2020
Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings Viraj Prabhu Arjun Chandrasekaran Kate Saenko Judy Hoffman OOD 164 129 0 16 Oct 2020
Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement Xingjian Li Di Hu Xuhong Li Haoyi Xiong Zhiquan Ye Zhipeng Wang Chengzhong Xu Dejing Dou AAML 47 1 0 16 Oct 2020
Improved Multi-Source Domain Adaptation by Preservation of Factors Sebastian Schrom Stephan Hasler J. Adamy OOD 65 7 0 15 Oct 2020
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement Peri Akiva Matthew Purri Kristin J. Dana B. Tellman Tyler Anderson 98 26 0 11 Oct 2020
Unveiling Class-Labeling Structure for Universal Domain Adaptation Yueming Yin Zhen Yang Xiaofu Wu Haifeng Hu 34 1 0 10 Oct 2020
A Cross-Level Information Transmission Network for Predicting Phenotype from New Genotype: Application to Cancer Precision Medicine Di He Lei Xie 26 4 0 09 Oct 2020
Deep Adversarial Domain Adaptation Based on Multi-layer Joint Kernelized Distance Sitong Mao Jiaxin Chen X. Shen F. Chung TTA 52 0 0 09 Oct 2020
Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data Colin Wei Kendrick Shen Yining Chen Tengyu Ma SSL 133 232 0 07 Oct 2020