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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
Unsupervised Opinion Summarization with Content Planning Reinald Kim Amplayo Stefanos Angelidis Mirella Lapata 64 49 0 14 Dec 2020
REDAT: Accent-Invariant Representation for End-to-End ASR by Domain Adversarial Training with Relabeling Hu Hu Xuesong Yang Zeynab Raeesy Jinxi Guo Gokce Keskin Harish Arsikere Ariya Rastrow A. Stolcke Roland Maas 64 30 0 14 Dec 2020
DEAAN: Disentangled Embedding and Adversarial Adaptation Network for Robust Speaker Representation Learning Mufan Sang Wei Xia John H. L. Hansen OOD DRL 89 23 0 12 Dec 2020
Confidence Estimation via Auxiliary Models Charles Corbière Nicolas Thome A. Saporta Tuan-Hung Vu Matthieu Cord P. Pérez TPM 154 50 0 11 Dec 2020
TARA: Training and Representation Alteration for AI Fairness and Domain Generalization William Paul Armin Hadzic Neil J. Joshi F. Alajaji Philippe Burlina 89 19 0 11 Dec 2020
GDA-HIN: A Generalized Domain Adaptive Model across Heterogeneous Information Networks Tiancheng Huang Ke Xu Donglin Wang 24 3 0 10 Dec 2020
Data-Efficient Framework for Real-world Multiple Sound Source 2D Localization G. L. Moing Phongtharin Vinayavekhin Don Joven Agravante Tadanobu Inoue J. Vongkulbhisal Asim Munawar Ryuki Tachibana 49 9 0 10 Dec 2020
Ensemble of Discriminators for Domain Adaptation in Multiple Sound Source 2D Localization G. L. Moing Don Joven Agravante Tadanobu Inoue J. Vongkulbhisal Asim Munawar Ryuki Tachibana Phongtharin Vinayavekhin 20 1 0 10 Dec 2020
Conditional Generation of Medical Images via Disentangled Adversarial Inference Mohammad Havaei Ximeng Mao Yiping Wang Qicheng Lao GAN MedIm 90 22 0 08 Dec 2020
In-N-Out: Pre-Training and Self-Training using Auxiliary Information for Out-of-Distribution Robustness Sang Michael Xie Ananya Kumar Robbie Jones Fereshte Khani Tengyu Ma Percy Liang OOD 235 63 0 08 Dec 2020
Towards Uncovering the Intrinsic Data Structures for Unsupervised Domain Adaptation using Structurally Regularized Deep Clustering Hui Tang Xiatian Zhu Ke Chen Kui Jia C. L. Philip Chen 53 25 0 08 Dec 2020
Scale Aware Adaptation for Land-Cover Classification in Remote Sensing Imagery XueQing Deng Yi Zhu Yuxin Tian Shawn D. Newsam 109 25 0 08 Dec 2020
Domain Generalization for Session-Independent Brain-Computer Interface Dong-Kyun Han Ji-Hoon Jeong BDL OOD 64 19 0 07 Dec 2020
Selective Pseudo-Labeling with Reinforcement Learning for Semi-Supervised Domain Adaptation Bingyu Liu Yuhong Guo Jieping Ye Weihong Deng 57 3 0 07 Dec 2020
Select, Label, and Mix: Learning Discriminative Invariant Feature Representations for Partial Domain Adaptation Aadarsh Sahoo Yikang Shen Rogerio Feris Kate Saenko Abir Das VLM 113 25 0 06 Dec 2020
Cross-Domain Sentiment Classification with In-Domain Contrastive Learning Tian Li Xiang Chen Shanghang Zhang Zhen Dong Kurt Keutzer 47 4 0 05 Dec 2020
Driver Glance Classification In-the-wild: Towards Generalization Across Domains and Subjects Sandipan Banerjee Ajjen Joshi Jay Turcot B. Reimer Taniya Mishra 64 2 0 05 Dec 2020
Fine-tuning BERT for Low-Resource Natural Language Understanding via Active Learning Daniel Grießhaber J. Maucher Ngoc Thang Vu 74 46 0 04 Dec 2020
Stochastic Adversarial Gradient Embedding for Active Domain Adaptation Victor Bouvier P. Very C. Chastagnol Myriam Tami C´eline Hudelot 26 2 0 03 Dec 2020
Domain Adaptation with Incomplete Target Domains Zhenpeng Li Jianan Jiang Yuhong Guo Tiantian Tang Chengxiang Zhuo Jieping Ye 26 1 0 03 Dec 2020
Unsupervised Neural Domain Adaptation for Document Image Binarization Francisco J. Castellanos Antonio Javier Gallego Jorge Calvo-Zaragoza OOD 38 20 0 02 Dec 2020
Data Augmentation with norm-VAE for Unsupervised Domain Adaptation Qian Wang Fanlin Meng T. Breckon 52 16 0 01 Dec 2020
S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation Yan Yang Md Zakir Hossain Tom Gedeon Shafin Rahman CVBM 80 14 0 30 Nov 2020
Heuristic Domain Adaptation Shuhao Cui Xuan Jin Shuhui Wang Yuan He Qingming Huang 113 49 0 30 Nov 2020
Inflating Topic Relevance with Ideology: A Case Study of Political Ideology Bias in Social Topic Detection Models M. Guo R. Hwa Y. Lin Wen-Ting Chung 16 8 0 29 Nov 2020
An Improved Transfer Model: Randomized Transferable Machine Pengfei Wei Xinghua Qu Yew-Soon Ong Zejun Ma OOD 26 0 0 27 Nov 2020
Domain Adaptative Causality Encoder Farhad Moghimifar Gholamreza Haffari Mahsa Baktash CML OOD 54 8 0 27 Nov 2020
They are Not Completely Useless: Towards Recycling Transferable Unlabeled Data for Class-Mismatched Semi-Supervised Learning Zhuo Huang Ying Tai Chengjie Wang Jian Yang Chen Gong 85 25 0 27 Nov 2020
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training Sameer Khurana Niko Moritz Takaaki Hori Jonathan Le Roux 92 59 0 26 Nov 2020
Exposing the Robustness and Vulnerability of Hybrid 8T-6T SRAM Memory Architectures to Adversarial Attacks in Deep Neural Networks Abhishek Moitra Priyadarshini Panda AAML 52 2 0 26 Nov 2020
Unsupervised Word Translation Pairing using Refinement based Point Set Registration Silviu Vlad Oprea Sourav Dutta H. Assem 28 2 0 26 Nov 2020
$Squared $\ell_2$ Norm as Consistency Loss for Leveraging Augmented Data to Learn Robust and Invariant Representations$ Squared $\ell_2$ Norm as Consistency Loss for Leveraging Augmented Data to Learn Robust and Invariant Representations Haohan Wang Zeyi Huang Xindi Wu Eric Xing 57 2 0 25 Nov 2020
Transfer Learning for Aided Target Recognition: Comparing Deep Learning to other Machine Learning Approaches Samuel Rivera O. Mendoza-Schrock Ashley Diehl 8 3 0 25 Nov 2020
Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation Sicheng Zhao Xuanbai Chen Xiangyu Yue Chuang Lin Pengfei Xu Ravi Krishna Jufeng Yang Guiguang Ding Alberto L. Sangiovanni-Vincentelli Kurt Keutzer GAN 49 17 0 25 Nov 2020
Lethean Attack: An Online Data Poisoning Technique Eyal Perry SILM AAML 13 1 0 24 Nov 2020
Balance Regularized Neural Network Models for Causal Effect Estimation Mehrdad Farajtabar Andrew Lee Yuanjian Feng Vishal Gupta Peter Dolan Harish Chandran M. Szummer CML 46 6 0 23 Nov 2020
Adversarial Training for EM Classification Networks Tom Grimes E. Church W. Pitts Lynn Wood Eva Brayfindley Luke Erikson M. Greaves OOD AAML 10 0 0 20 Nov 2020
Robustified Domain Adaptation Jiajin Zhang Hanqing Chao Pingkun Yan 36 4 0 18 Nov 2020
Counterfactual Credit Assignment in Model-Free Reinforcement Learning Thomas Mesnard T. Weber Fabio Viola S. Thakoor Alaa Saade ... A. Guez Éric Moulines Marcus Hutter Lars Buesing Rémi Munos CML OffRL 103 58 0 18 Nov 2020
Master Thesis: Neural Sign Language Translation by Learning Tokenization Alptekin Orbay SLR 14 0 0 18 Nov 2020
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources Sicheng Zhao Yang Xiao Jiang Guo Xiangyu Yue Jufeng Yang Ravi Krishna Pengfei Xu Kurt Keutzer 76 17 0 17 Nov 2020
Adversarial Training for Multi-domain Speaker Recognition Qing Wang Wei Rao Pengcheng Guo Lei Xie 34 8 0 17 Nov 2020
Accent and Speaker Disentanglement in Many-to-many Voice Conversion Zhichao Wang Wenshuo Ge Xiong Wang Shan Yang Wendong Gan Haitao Chen Hai Li Lei Xie Xiulin Li CVBM 92 33 0 17 Nov 2020
Towards All-around Knowledge Transferring: Learning From Task-irrelevant Labels Hai-Tao Zheng Ruiyang Liu Zihao Zhang Ning Ding Ying Shen Li Tao Haitao Zheng 29 0 0 17 Nov 2020
Manual-Label Free 3D Detection via An Open-Source Simulator Zhen Yang Chi Zhang Huiming Guo Zhaoxiang Zhang 3DPC 18 1 0 16 Nov 2020
Blind Decision Making: Reinforcement Learning with Delayed Observations Mridul Agarwal Vaneet Aggarwal OffRL 31 23 0 16 Nov 2020
DIRL: Domain-Invariant Representation Learning for Sim-to-Real Transfer A. Tanwani OOD 76 27 0 15 Nov 2020
Debiasing Convolutional Neural Networks via Meta Orthogonalization Kurtis Evan David Qiang Liu Ruth C. Fong FaML 41 3 0 15 Nov 2020
Bi-Dimensional Feature Alignment for Cross-Domain Object Detection Zhen Zhao Yuhong Guo Jieping Ye 52 5 0 14 Nov 2020
Reinforcement Learning with Videos: Combining Offline Observations with Interaction Karl Schmeckpeper Oleh Rybkin Kostas Daniilidis Sergey Levine Chelsea Finn OffRL 87 107 0 12 Nov 2020