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Domain-Adversarial Training of Neural Networks

28 May 2015

Papers citing "Domain-Adversarial Training of Neural Networks"

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Title
A formal approach to good practices in Pseudo-Labeling for Unsupervised Domain Adaptive Re-Identification Fabian Dubourvieux Romaric Audigier Angélique Loesch Samia Ainouz S. Canu 129 7 0 24 Dec 2021
Encoding Hierarchical Information in Neural Networks helps in Subpopulation Shift Amitangshu Mukherjee Isha Garg Kaushik Roy 38 6 0 20 Dec 2021
Investigation of Densely Connected Convolutional Networks with Domain Adversarial Learning for Noise Robust Speech Recognition C. Li Ngoc Thang Vu 34 0 0 19 Dec 2021
Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization Kowshik Thopalli Sameeksha Katoch Pavan Turaga Jayaraman J. Thiagarajan OOD 49 0 0 17 Dec 2021
Domain Adaptation on Point Clouds via Geometry-Aware Implicits Yuefan Shen Yanchao Yang Mi Yan He Wang Youyi Zheng Leonidas Guibas 3DPC 84 45 0 17 Dec 2021
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 300 139 0 15 Dec 2021
Self-Ensembling GAN for Cross-Domain Semantic Segmentation Yonghao Xu Fengxiang He Bo Du Dacheng Tao Liangpei Zhang GAN 66 17 0 15 Dec 2021
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Kexin Wang Nandan Thakur Nils Reimers Iryna Gurevych VLM 168 157 0 14 Dec 2021
Transferrable Contrastive Learning for Visual Domain Adaptation Yang Chen Yingwei Pan Yu Wang Ting Yao Xinmei Tian Tao Mei 97 23 0 14 Dec 2021
Compensating trajectory bias for unsupervised patient stratification using adversarial recurrent neural networks A. Javer O. Parsons Oliver Carr J. Baxter C. Diedrich E. Elcci Steffen Schaper K. Coboeken Robert Durichen 28 1 0 14 Dec 2021
Progressive Graph Convolution Network for EEG Emotion Recognition Yijing Zhou Fu Li Yang Li Youshuo Ji Guangming Shi Wenming Zheng Lijian Zhang Yuanfang Chen Rui Cheng 34 43 0 14 Dec 2021
A Survey of Unsupervised Domain Adaptation for Visual Recognition Youshan Zhang OOD 85 45 0 13 Dec 2021
Makeup216: Logo Recognition with Adversarial Attention Representations Junjun Hu Yanhao Zhu Bo Zhao Jiexin Zheng Chenxu Zhao Xiangyu Zhu Kangle Wu Darun Tang 39 2 0 13 Dec 2021
Improving Speech Recognition on Noisy Speech via Speech Enhancement with Multi-Discriminators CycleGAN Chia-Yu Li Ngoc Thang Vu 29 8 0 12 Dec 2021
Semi-supervised Domain Adaptive Structure Learning Can Qin Lichen Wang Qianqian Ma Yu Yin Huan Wang Y. Fu TTA 124 22 0 12 Dec 2021
Self-Ensemling for 3D Point Cloud Domain Adaption Qing Li Xiaojiang Peng Chuan Yan Pan Gao Qi Hao 3DPC 87 1 0 10 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 Percy Liang OOD 67 102 0 09 Dec 2021
Adaptive Methods for Aggregated Domain Generalization Xavier Thomas D. Mahajan A. Pentland Abhimanyu Dubey OOD 63 10 0 09 Dec 2021
HBReID: Harder Batch for Re-identification Wenqi Li Furong Xu Jianan Zhao Ruobing Zheng Cheng Zou Meng Wang Yuan Cheng 37 3 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 66 4 0 08 Dec 2021
Multinational Address Parsing: A Zero-Shot Evaluation Marouane Yassine David Beauchemin Franccois Laviolette Luc Lamontagne 47 2 0 07 Dec 2021
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 144 40 0 06 Dec 2021
Seeing Objects in dark with Continual Contrastive Learning U. Dutta ObjD 73 3 0 06 Dec 2021
Toward Real-World Voice Disorder Classification Heng-Cheng Kuo Yu-Peng Hsieh Huan-Hsin Tseng Chi-Te Wang Shih-Hau Fang Yu Tsao 59 3 0 05 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 197 7 0 04 Dec 2021
Unsupervised Domain Generalization by Learning a Bridge Across Domains Sivan Harary Eli Schwartz Assaf Arbelle Peter W. J. Staar Shady Abu Hussein ... Hildegard Kuehne Dina Katabi Kate Saenko Rogerio Feris Leonid Karlinsky OOD 84 42 0 04 Dec 2021
Causal-based Time Series Domain Generalization for Vehicle Intention Prediction Yeping Hu Xiaogang Jia Masayoshi Tomizuka Wei Zhan OOD 82 26 0 03 Dec 2021
Hierarchical Optimal Transport for Unsupervised Domain Adaptation Mourad El Hamri Younès Bennani Issam Falih Hamid Ahaggach OT 64 18 0 03 Dec 2021
Boosting Unsupervised Domain Adaptation with Soft Pseudo-label and Curriculum Learning Shengjia Zhang Tiancheng Lin Yi Tian Xu 89 5 0 03 Dec 2021
A Survey: Deep Learning for Hyperspectral Image Classification with Few Labeled Samples Sen Jia Shuguo Jiang Zhijie Lin Nanying Li Meng Xu Shiqi Yu VLM 91 279 0 03 Dec 2021
Towards More Robust Natural Language Understanding Xinliang Frederick Zhang 65 2 0 01 Dec 2021
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization M. Jehanzeb Mirza Jakub Micorek Horst Possegger Horst Bischof 81 133 0 01 Dec 2021
Task2Sim : Towards Effective Pre-training and Transfer from Synthetic Data Samarth Mishra Yikang Shen Cheng Perng Phoo Chun-Fu Chen Leonid Karlinsky Kate Saenko Venkatesh Saligrama Rogerio Feris 106 38 0 30 Nov 2021
Unsupervised Domain Adaptation: A Reality Check Kevin Musgrave Serge Belongie Ser-Nam Lim 82 22 0 30 Nov 2021
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Lingdong Kong N. Quader Venice Erin Liong 97 49 0 30 Nov 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 107 462 0 29 Nov 2021
Towards Robust and Adaptive Motion Forecasting: A Causal Representation Perspective Yuejiang Liu Riccardo Cadei Jonas Schweizer Sherwin Bahmani Alexandre Alahi OOD TTA 106 53 0 29 Nov 2021
Self-supervised Autoregressive Domain Adaptation for Time Series Data Mohamed Ragab Emadeldeen Eldele Zhenghua Chen Min-man Wu C. Kwoh Xiaoli Li AI4TS 107 52 0 29 Nov 2021
Semi-supervised Domain Adaptation via Sample-to-Sample Self-Distillation Jeongbeen Yoon Dahyun Kang Minsu Cho TTA 76 38 0 29 Nov 2021
Topic Driven Adaptive Network for Cross-Domain Sentiment Classification Yicheng Zhu Yiqiao Qiu Qingyuan Wu Fu Lee Wang Yanghui Rao 106 15 0 28 Nov 2021
Towards Principled Disentanglement for Domain Generalization Hanlin Zhang Yi-Fan Zhang Weiyang Liu Adrian Weller Bernhard Schölkopf Eric Xing OOD 126 118 0 27 Nov 2021
On Learning Domain-Invariant Representations for Transfer Learning with Multiple Sources Trung-Nghia Phung Trung Le L. Vuong Toan M. Tran Anh Tran Hung Bui Dinh Q. Phung OOD AI4CE 78 19 0 27 Nov 2021
Learning to Transfer for Traffic Forecasting via Multi-task Learning Y. Lu AI4TS 73 7 0 27 Nov 2021
Learning from learning machines: a new generation of AI technology to meet the needs of science L. Pion-Tonachini K. Bouchard Héctor García Martín S. Peisert W. B. Holtz ... Rick L. Stevens Mark Anderson Ken Kreutz-Delgado Michael W. Mahoney James B. Brown 66 8 0 27 Nov 2021
Failure Modes of Domain Generalization Algorithms T. Galstyan Hrayr Harutyunyan Hrant Khachatrian Greg Ver Steeg Aram Galstyan OOD 72 11 0 26 Nov 2021
Non-IID data and Continual Learning processes in Federated Learning: A long road ahead Marcos F. Criado F. Casado R. Iglesias Carlos V. Regueiro S. Barro FedML 80 79 0 26 Nov 2021
Contrastive Vicinal Space for Unsupervised Domain Adaptation Jaemin Na Dongyoon Han H. Chang Wonjun Hwang 98 20 0 26 Nov 2021
Simple Contrastive Representation Adversarial Learning for NLP Tasks Deshui Miao Jiaqi Zhang Wenbo Xie Jian Song Xin Li Lijuan Jia Ning Guo SSL 43 13 0 26 Nov 2021
Cross-Domain Adaptive Teacher for Object Detection Yu-Jhe Li Xiaoliang Dai Chih-Yao Ma Yen-Cheng Liu Kan Chen Bichen Wu Zijian He Kris Kitani Peter Vajda ObjD 122 187 0 25 Nov 2021
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng UQCV 93 92 0 25 Nov 2021