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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
Quick Learning Mechanism with Cross-Domain Adaptation for Intelligent Fault Diagnosis A. Sharma N. Verma OOD AI4CE 44 15 0 16 Mar 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling Jitin Krishnan Antonios Anastasopoulos Hemant Purohit Huzefa Rangwala 99 41 0 13 Mar 2021
CoMoGAN: continuous model-guided image-to-image translation Fabio Pizzati Pietro Cerri Raoul de Charette VLM 117 42 0 11 Mar 2021
Regressive Domain Adaptation for Unsupervised Keypoint Detection Junguang Jiang Yifei Ji Ximei Wang Yufeng Liu Jianmin Wang Mingsheng Long 81 69 0 10 Mar 2021
Learning a Domain-Agnostic Visual Representation for Autonomous Driving via Contrastive Loss D. Shim H. J. Kim 33 3 0 10 Mar 2021
Limitations of Post-Hoc Feature Alignment for Robustness Collin Burns Jacob Steinhardt OOD 97 23 0 10 Mar 2021
Deep Transfer Learning for Infectious Disease Case Detection Using Electronic Medical Records Ye Ye Andrew Gu OOD 18 2 0 08 Mar 2021
Self-Attentive Spatial Adaptive Normalization for Cross-Modality Domain Adaptation Devavrat Tomar M. Lortkipanidze Guillaume Vray Behzad Bozorgtabar Jean-Philippe Thiran OOD MedIm 82 74 0 05 Mar 2021
Discrepancy-Based Active Learning for Domain Adaptation Antoine de Mathelin Francois Deheeger Mathilde Mougeot Nicolas Vayatis 99 24 0 05 Mar 2021
Unbalanced minibatch Optimal Transport; applications to Domain Adaptation Kilian Fatras Thibault Séjourné Nicolas Courty Rémi Flamary OT 88 151 0 05 Mar 2021
Cycle Self-Training for Domain Adaptation Hong Liu Jianmin Wang Mingsheng Long 126 179 0 05 Mar 2021
Vicinal and categorical domain adaptation Hui Tang Kui Jia OOD 78 14 0 05 Mar 2021
Anycost GANs for Interactive Image Synthesis and Editing Ji Lin Richard Y. Zhang F. Ganz Song Han Jun-Yan Zhu 140 86 0 04 Mar 2021
Unsupervised Domain Adaptation for Image Classification via Structure-Conditioned Adversarial Learning Haibo Wang Jian Tian Songyuan Li Hanbin Zhao Qi Tian Leilei Gan Xi Li 55 7 0 04 Mar 2021
Domain Generalization: A Survey Kaiyang Zhou Ziwei Liu Yu Qiao Tao Xiang Chen Change Loy OOD AI4CE 266 1,035 0 03 Mar 2021
Learning Invariant Representations across Domains and Tasks Jindong Wang Wenjie Feng Chang-Shu Liu Chaohui Yu Min Du Renjun Xu Tao Qin Tie-Yan Liu OOD 80 4 0 03 Mar 2021
Unsupervised Domain Adaptation Network with Category-Centric Prototype Aligner for Biomedical Image Segmentation Ping Gong Wenwen Yu Qiuwen Sun Ruohan Zhao Junfeng Hu OOD MedIm 45 6 0 03 Mar 2021
Pseudo-labeling for Scalable 3D Object Detection Benjamin Caine Rebecca Roelofs Vijay Vasudevan Jiquan Ngiam Yuning Chai Zhiwen Chen Jonathon Shlens 87 42 0 02 Mar 2021
When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework Zhizhong Huang Junping Zhang Hongming Shan CVBM 81 80 0 02 Mar 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization Jindong Wang Cuiling Lan Chang-Shu Liu Yidong Ouyang Tao Qin Wang Lu Yiqiang Chen Wenjun Zeng Philip S. Yu OOD 268 1,240 0 02 Mar 2021
Contrastive Explanations for Model Interpretability Alon Jacovi Swabha Swayamdipta Shauli Ravfogel Yanai Elazar Yejin Choi Yoav Goldberg 163 98 0 02 Mar 2021
Exploiting ultrasound tongue imaging for the automatic detection of speech articulation errors M. Ribeiro J. Cleland Aciel Eshky Korin Richmond Steve Renals 20 14 0 27 Feb 2021
Uncertainty-Aware Unsupervised Domain Adaptation in Object Detection Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu Yanpeng Cao 264 118 0 27 Feb 2021
An Online Learning Approach to Interpolation and Extrapolation in Domain Generalization Elan Rosenfeld Pradeep Ravikumar Andrej Risteski 102 36 0 25 Feb 2021
Nonlinear Invariant Risk Minimization: A Causal Approach Chaochao Lu Yuhuai Wu Jośe Miguel Hernández-Lobato Bernhard Schölkopf CML OOD 128 52 0 24 Feb 2021
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains Eyal Ben-David Nadav Oved Roi Reichart VLM OOD 96 94 0 24 Feb 2021
Understanding and Mitigating Accuracy Disparity in Regression Jianfeng Chi Yuan Tian Geoffrey J. Gordon Han Zhao 90 25 0 24 Feb 2021
Self-Supervised Noisy Label Learning for Source-Free Unsupervised Domain Adaptation Weijie Chen Luojun Lin Shicai Yang Di Xie Shiliang Pu Yueting Zhuang Wenqi Ren NoLa SSL 85 57 0 23 Feb 2021
Senone-aware Adversarial Multi-task Training for Unsupervised Child to Adult Speech Adaptation Richeng Duan Nancy F. Chen 20 8 0 23 Feb 2021
Model-Based Domain Generalization Alexander Robey George J. Pappas Hamed Hassani OOD 141 131 0 23 Feb 2021
A Theory of Label Propagation for Subpopulation Shift Tianle Cai Ruiqi Gao Jason D. Lee Qi Lei 83 50 0 22 Feb 2021
Learning Purified Feature Representations from Task-irrelevant Labels Hai-Tao Zheng Chen Wang Yongqian Li Haitao Zheng Ning Ding 29 3 0 22 Feb 2021
Linear unit-tests for invariance discovery Benjamin Aubin A. Slowik Martín Arjovsky Léon Bottou David Lopez-Paz OOD 67 31 0 22 Feb 2021
Learning Deep Features for Shape Correspondence with Domain Invariance Praful Agrawal Ross T. Whitaker Shireen Y. Elhabian OOD 33 3 0 21 Feb 2021
Conditional Adversarial Networks for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby OOD GAN 67 18 0 19 Feb 2021
Domain Adaptation for Medical Image Analysis: A Survey Hao Guan Mingxia Liu OOD 147 563 0 18 Feb 2021
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection Cheng Zhang Tai-Yu Pan Yandong Li Hexiang Hu D. Xuan Soravit Changpinyo Boqing Gong Wei-Lun Chao ObjD VLM 140 42 0 17 Feb 2021
SWAD: Domain Generalization by Seeking Flat Minima Junbum Cha Sanghyuk Chun Kyungjae Lee Han-Cheol Cho Seunghyun Park Yunsung Lee Sungrae Park MoMe 311 460 0 17 Feb 2021
Improving speech recognition models with small samples for air traffic control systems Yi Lin Qin Li Bo Yang Zhen Yan Huachun Tan Zhengmao Chen 104 32 0 16 Feb 2021
Deep Co-Attention Network for Multi-View Subspace Learning Lecheng Zheng Y. Cheng Hongxia Yang Nan Cao Jingrui He 60 33 0 15 Feb 2021
Generation For Adaption: A GAN-Based Approach for 3D Domain Adaption with Point Cloud Data Junxuan Huang Junsong Yuan Chunming Qiao 3DPC 34 0 0 15 Feb 2021
Adversarial Unsupervised Domain Adaptation Guided with Deep Clustering for Face Presentation Attack Detection Yomna Safaa El-Din Mohamed Moustafa Hani M. K. Mahdi OOD AAML CVBM 13 8 0 13 Feb 2021
Domain Adaptation for Time Series Forecasting via Attention Sharing Xiaoyong Jin Youngsuk Park Danielle C. Maddix Bernie Wang Xifeng Yan TTA OOD AI4TS 180 78 0 13 Feb 2021
Adversarial Branch Architecture Search for Unsupervised Domain Adaptation Luc Robbiano Muhammad Rameez Ur Rahman Fabio Galasso Barbara Caputo Fabio Maria Carlucci 59 16 0 12 Feb 2021
Multi-source Pseudo-label Learning of Semantic Segmentation for the Scene Recognition of Agricultural Mobile Robots Shigemichi Matsuzaki J. Miura Hiroaki Masuzawa 80 9 0 12 Feb 2021
Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge Trent Kyono Ioana Bica Zhaozhi Qian Mihaela van der Schaar OOD CML 28 7 0 11 Feb 2021
On Transportation of Mini-batches: A Hierarchical Approach Khai Nguyen Dang Nguyen Quoc Nguyen Tung Pham Hung Bui Dinh Q. Phung Trung Le Nhat Ho OT 94 18 0 11 Feb 2021
Domain Invariant Representation Learning with Domain Density Transformations A. Nguyen Toan M. Tran Y. Gal A. G. Baydin OOD 91 79 0 09 Feb 2021
Adversarial Training of Variational Auto-encoders for Continual Zero-shot Learning(A-CZSL) Subhankar Ghosh CLL VLM 153 12 0 07 Feb 2021
Key Technology Considerations in Developing and Deploying Machine Learning Models in Clinical Radiology Practice V. Kulkarni M. Gawali A. Kharat VLM 108 21 0 03 Feb 2021