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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
Practical Imitation Learning in the Real World via Task Consistency Loss Mohi Khansari Daniel Ho Yuqing Du Armando Fuentes Matthew Bennice Nicolas Sievers Sean Kirmani Yunfei Bai Eric Jang SSL 57 8 0 03 Feb 2022
Exploring Transformer Backbones for Heterogeneous Treatment Effect Estimation Yi-Fan Zhang Hanlin Zhang Zachary Chase Lipton Li Erran Li Eric P. Xing OODD 115 30 0 02 Feb 2022
Provable Domain Generalization via Invariant-Feature Subspace Recovery Haoxiang Wang Haozhe Si Yue Liu Han Zhao OOD 137 35 0 30 Jan 2022
Co-Regularized Adversarial Learning for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby OOD 32 6 0 30 Jan 2022
Maximum Batch Frobenius Norm for Multi-Domain Text Classification Yuan Wu Diana Inkpen Ahmed El-Roby 42 4 0 29 Jan 2022
A Simple Information-Based Approach to Unsupervised Domain-Adaptive Aspect-Based Sentiment Analysis Xiang Chen Xiaojun Wan 45 3 0 29 Jan 2022
Understanding Why Generalized Reweighting Does Not Improve Over ERM Runtian Zhai Chen Dan Zico Kolter Pradeep Ravikumar OOD 90 28 0 28 Jan 2022
Backdoors Stuck At The Frontdoor: Multi-Agent Backdoor Attacks That Backfire Siddhartha Datta N. Shadbolt AAML 105 7 0 28 Jan 2022
Shuffle Augmentation of Features from Unlabeled Data for Unsupervised Domain Adaptation Changwei Xu Jianfei Yang Haoran Tang Han Zou Cheng Lu Tianshuo Zhang 75 1 0 28 Jan 2022
Domain-Invariant Representation Learning from EEG with Private Encoders David Bethge Philipp Hallgarten T. Große-Puppendahl Mohamed Kari Ralf Mikut Albrecht Schmidt Ozan Özdenizci OOD 75 27 0 27 Jan 2022
Gap Minimization for Knowledge Sharing and Transfer Boyu Wang Jorge Armando Mendez Mendez Changjian Shui Fan Zhou Di Wu Gezheng Xu Christian Gagné Eric Eaton 140 10 0 26 Jan 2022
Noise-robust voice conversion with domain adversarial training Hongqiang Du Lei Xie Haizhou Li 66 12 0 26 Jan 2022
Unsupervised Domain Adaptation for Vestibular Schwannoma and Cochlea Segmentation via Semi-supervised Learning and Label Fusion Han Liu Yubo Fan C. Cui Dingjie Su A. McNeil Benoit M. Dawant 88 5 0 25 Jan 2022
Conditional entropy minimization principle for learning domain invariant representation features Thuan Q. Nguyen Boyang Lyu Prakash Ishwar matthias. scheutz Shuchin Aeron OOD 75 8 0 25 Jan 2022
E-ADDA: Unsupervised Adversarial Domain Adaptation Enhanced by a New Mahalanobis Distance Loss for Smart Computing Ye Gao Brian R. Baucom Karen Rose Kristin D. Gordon Hongning Wang John A. Stankovic AAML 80 1 0 24 Jan 2022
DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations Yuanfeng Ji Lu Zhang Jiaxiang Wu Bing Wu Long-Kai Huang ... Ping Luo Shuigeng Zhou Junzhou Huang Peilin Zhao Yatao Bian OOD 130 75 0 24 Jan 2022
Inter-Semantic Domain Adversarial in Histopathological Images Nicolas Dumas V. Derangère L. Arnould S. Ladoire Louis-Oscar Morel Nathan Vinçon OOD MedIm 35 0 0 22 Jan 2022
How does unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis Shuai Zhang Ming Wang Sijia Liu Pin-Yu Chen Jinjun Xiong SSL MLT 111 23 0 21 Jan 2022
MHTTS: Fast multi-head text-to-speech for spontaneous speech with imperfect transcription Dabiao Ma Yitong Zhang Meng Li Feng Ye 23 1 0 19 Jan 2022
Unveiling Project-Specific Bias in Neural Code Models Zhiming Li Yanzhou Li Tianlin Li Mengnan Du Bozhi Wu Yushi Cao Yi Li Yang Liu 84 5 0 19 Jan 2022
A Privacy-Preserving Unsupervised Domain Adaptation Framework for Clinical Text Analysis Qi A. An Ruijiang Li Lin Gu Hao Zhang Qingyu Chen Zhiyong Lu Fei Wang Yingying Zhu OOD 36 4 0 18 Jan 2022
Invariant Representation Driven Neural Classifier for Anti-QCD Jet Tagging Taoli Cheng Aaron Courville 78 6 0 18 Jan 2022
Boosting Robustness of Image Matting with Context Assembling and Strong Data Augmentation Yutong Dai Brian L. Price He Zhang Chunhua Shen 100 29 0 18 Jan 2022
OmniPrint: A Configurable Printed Character Synthesizer Haozhe Sun Wei-Wei Tu Isabelle M Guyon SyDa 88 7 0 17 Jan 2022
Fair Interpretable Learning via Correction Vectors Mattia Cerrato Marius Köppel A. Segner Stefan Kramer FaML CML 48 2 0 17 Jan 2022
H&E-adversarial network: a convolutional neural network to learn stain-invariant features through Hematoxylin & Eosin regression Niccolo Marini Manfredo Atzori Sebastian Otalora Stéphane Marchand-Maillet Henning Muller MedIm 45 11 0 17 Jan 2022
GearNet: Stepwise Dual Learning for Weakly Supervised Domain Adaptation Renchunzi Xie Hongxin Wei Lei Feng Bo An 72 11 0 16 Jan 2022
Transferability in Deep Learning: A Survey Junguang Jiang Yang Shu Jianmin Wang Mingsheng Long OOD 93 104 0 15 Jan 2022
Recent Progress in the CUHK Dysarthric Speech Recognition System Shansong Liu Mengzhe Geng Shoukang Hu Xurong Xie Mingyu Cui Jianwei Yu Xunying Liu Helen Meng 57 61 0 15 Jan 2022
Domain-shift adaptation via linear transformations R. Vega Russell Greiner OOD 31 2 0 14 Jan 2022
DANNTe: a case study of a turbo-machinery sensor virtualization under domain shift L. Strazzera Valentina Gori Giacomo Veneri 43 2 0 11 Jan 2022
Preserving Domain Private Representation via Mutual Information Maximization Jiahong Chen Jing Wang Weipeng Lin Kuangen Zhang Clarence W. de Silva OOD 37 4 0 09 Jan 2022
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation Reuben Dorent Aaron Kujawa M. Ivory Spyridon Bakas Nicola Rieke ... Kai Yao Li Zhang Sebastien Ourselin J. Shapey Tom Vercauteren OOD 78 84 0 08 Jan 2022
AugmentedPCA: A Python Package of Supervised and Adversarial Linear Factor Models IV WilliamE.Carson Austin Talbot David Carlson 18 3 0 07 Jan 2022
Deep Domain Adversarial Adaptation for Photon-efficient Imaging Yiwei Chen Gongxin Yao Yong Liu Hongye Su Xiao Hu Yusu Pan 47 5 0 07 Jan 2022
ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks Weiqin Chuah Ruwan Tennakoon R. Hoseinnezhad A. Bab-Hadiashar David Suter OOD 112 41 0 06 Jan 2022
Revisiting Deep Subspace Alignment for Unsupervised Domain Adaptation Kowshik Thopalli Jayaraman J. Thiagarajan Rushil Anirudh Pavan Turaga 56 0 0 05 Jan 2022
Modeling Users' Behavior Sequences with Hierarchical Explainable Network for Cross-domain Fraud Detection Yongchun Zhu Dongbo Xi Bowen Song Fuzhen Zhuang Shuai Chen Xi Gu Qing He 75 60 0 04 Jan 2022
Multi-Representation Adaptation Network for Cross-domain Image Classification Yongchun Zhu Fuzhen Zhuang Jindong Wang Jingwu Chen Zhiping Shi Wenjuan Wu Qing He OOD 130 223 0 04 Jan 2022
Improving Out-of-Distribution Robustness via Selective Augmentation Huaxiu Yao Yu Wang Sai Li Linjun Zhang Weixin Liang James Zou Chelsea Finn OOD OODD 108 224 0 02 Jan 2022
Optimal Representations for Covariate Shift Yangjun Ruan Yann Dubois Chris J. Maddison OOD 118 69 0 31 Dec 2021
Evaluating Deep Music Generation Methods Using Data Augmentation Toby Godwin Georgios Rizos Alice Baird N. A. Futaisi Vincent Brisse Bjoern W. Schuller MGen 22 0 0 31 Dec 2021
Domain Adaptation with Category Attention Network for Deep Sentiment Analysis Dongbo Xi Fuzhen Zhuang Ganbin Zhou X. Cheng Fen Lin Qing He OOD 60 18 0 31 Dec 2021
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 119 48 0 31 Dec 2021
Feature matching as improved transfer learning technique for wearable EEG E. Heremans Huy P Phan A. Ansari Pascal Borzée B. Buyse D. Testelmans M. D. Vos OOD 89 10 0 29 Dec 2021
DeepAdversaries: Examining the Robustness of Deep Learning Models for Galaxy Morphology Classification A. Ćiprijanović Diana Kafkes Gregory F. Snyder F. Sánchez G. Perdue K. Pedro Brian D. Nord Sandeep Madireddy Stefan M. Wild AAML 91 17 0 28 Dec 2021
Unsupervised Domain Adaptation for Constraining Star Formation Histories Sankalp Gilda Antoine de Mathelin Sabine Bellstedt Guillaume Richard 99 10 0 28 Dec 2021
FRuDA: Framework for Distributed Adversarial Domain Adaptation Shaoduo Gan Akhil Mathur Anton Isopoussu F. Kawsar N. Bianchi-Berthouze Nicholas D. Lane 70 13 0 26 Dec 2021
Domain-Aware Continual Zero-Shot Learning Kai Yi Paul Janson Wenxuan Zhang Mohamed Elhoseiny 122 4 0 24 Dec 2021
Disentanglement by Cyclic Reconstruction David Bertoin Emmanuel Rachelson OOD 52 4 0 24 Dec 2021