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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
We Can Detect Your Bias: Predicting the Political Ideology of News Articles R. Baly Giovanni Da San Martino James R. Glass Preslav Nakov 86 155 0 11 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 90 26 0 11 Oct 2020
Unveiling Class-Labeling Structure for Universal Domain Adaptation Yueming Yin Zhen Yang Xiaofu Wu Haifeng Hu 29 1 0 10 Oct 2020
Voting-based Approaches For Differentially Private Federated Learning Yuqing Zhu Xiang Yu Yi-Hsuan Tsai Francesco Pittaluga M. Faraki Manmohan Chandraker Yu Wang FedML 68 22 0 09 Oct 2020
A Cross-Level Information Transmission Network for Predicting Phenotype from New Genotype: Application to Cancer Precision Medicine Di He Lei Xie 16 4 0 09 Oct 2020
Permuted AdaIN: Reducing the Bias Towards Global Statistics in Image Classification Oren Nuriel Sagie Benaim Lior Wolf 75 89 0 09 Oct 2020
Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation Yue Liu Yezhen Wang Shanghang Zhang Dongsheng Li Trevor Darrell Kurt Keutzer Han Zhao OOD 71 96 0 09 Oct 2020
Deep Adversarial Domain Adaptation Based on Multi-layer Joint Kernelized Distance Sitong Mao Jiaxin Chen X. Shen F. Chung TTA 31 0 0 09 Oct 2020
3D Object Detection and Pose Estimation of Unseen Objects in Color Images with Local Surface Embeddings Giorgia Pitteri Aurélie Bugeau Slobodan Ilic Vincent Lepetit 3DPC 61 28 0 08 Oct 2020
Learning Calibrated Uncertainties for Domain Shift: A Distributionally Robust Learning Approach Haoxu Wang Zhiding Yu Yisong Yue Anima Anandkumar Anqi Liu Junchi Yan OOD UQCV 119 4 0 08 Oct 2020
Revisiting Batch Normalization for Improving Corruption Robustness Philipp Benz Chaoning Zhang Adil Karjauv In So Kweon 110 83 0 07 Oct 2020
Domain Adversarial Neural Networks for Dysarthric Speech Recognition Dominika Woszczyk Stavros Petridis David Millard 9 10 0 07 Oct 2020
Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data Colin Wei Kendrick Shen Yining Chen Tengyu Ma SSL 117 232 0 07 Oct 2020
Fast Mesh Data Augmentation via Chebyshev Polynomial of Spectral filtering Shih-Gu Huang M. Chung A. Qiu Alzheimer's Disease Neuroimaging Initiative OOD MedIm 30 11 0 06 Oct 2020
Test-time Unsupervised Domain Adaptation Thomas Varsavsky Mauricio Orbes-Arteaga Carole H. Sudre M. Graham P. Nachev M. Jorge Cardoso OOD 62 56 0 05 Oct 2020
Integrating Categorical Semantics into Unsupervised Domain Translation Samuel Lavoie-Marchildon Faruk Ahmed Aaron Courville 69 5 0 03 Oct 2020
Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction Giovanni Bellitto Federica Proietto Salanitri S. Palazzo Francesco Rundo Daniela Giordano C. Spampinato MDE 155 56 0 02 Oct 2020
Background Adaptive Faster R-CNN for Semi-Supervised Convolutional Object Detection of Threats in X-Ray Images J. Sigman Gregory P. Spell Kevin J. Liang Lawrence Carin ObjD 65 18 0 02 Oct 2020
Open Set Domain Adaptation using Optimal Transport Marwa Kechaou Romain Hérault Mokhtar Z. Alaya Gilles Gasso OT OOD 31 1 0 02 Oct 2020
Open-Set Hypothesis Transfer with Semantic Consistency Zeyu Feng Chang Xu Dacheng Tao 60 14 0 01 Oct 2020
Ensemble Multi-Source Domain Adaptation with Pseudolabels Seongmin Lee Hyunsik Jeon U. Kang OOD 10 1 0 29 Sep 2020
Information Obfuscation of Graph Neural Networks Peiyuan Liao Han Zhao Keyulu Xu Tommi Jaakkola Geoffrey J. Gordon Stefanie Jegelka Ruslan Salakhutdinov AAML 130 35 0 28 Sep 2020
Domain Adversarial Fine-Tuning as an Effective Regularizer Giorgos Vernikos Katerina Margatina Alexandra Chronopoulou Ion Androutsopoulos 70 15 0 28 Sep 2020
Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks Jinyong Hou Xuejie Ding Stephen Cranefield Jeremiah D. Deng GAN 78 7 0 25 Sep 2020
Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey Wenshuai Zhao Jorge Peña Queralta Tomi Westerlund OffRL 217 743 0 24 Sep 2020
How Neural Networks Extrapolate: From Feedforward to Graph Neural Networks Keyulu Xu Mozhi Zhang Jingling Li S. Du Ken-ichi Kawarabayashi Stefanie Jegelka MLT 182 313 0 24 Sep 2020
Feature Adaptation of Pre-Trained Language Models across Languages and Domains with Robust Self-Training Hai Ye Qingyu Tan Ruidan He Juntao Li Hwee Tou Ng Lidong Bing VLM 56 7 0 24 Sep 2020
My Health Sensor, my Classifier: Adapting a Trained Classifier to Unlabeled End-User Data K. Nikolaidis Stein Kristiansen T. Plagemann V. Goebel Knut Liestøl ... G. Traaen Britt Overland Harriet Akre L. Aakerøy S. Steinshamn OOD 77 1 0 22 Sep 2020
Crafting Adversarial Examples for Deep Learning Based Prognostics (Extended Version) Gautam Raj Mode K. A. Hoque AAML 66 19 0 21 Sep 2020
A Novel Transferability Attention Neural Network Model for EEG Emotion Recognition Yang Li Boxun Fu Fu Li Guangming Shi Wenming Zheng 44 87 0 21 Sep 2020
Learning Emotional-Blinded Face Representations Alejandro Peña Julian Fierrez Àgata Lapedriza Aythami Morales CVBM 55 13 0 18 Sep 2020
Chemical Property Prediction Under Experimental Biases Yang Liu H. Kashima AI4CE 37 1 0 18 Sep 2020
Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection Ganlong Zhao Guanbin Li Ruijia Xu Liang Lin ObjD 84 105 0 17 Sep 2020
Automated Source Code Generation and Auto-completion Using Deep Learning: Comparing and Discussing Current Language-Model-Related Approaches Juan Cruz-Benito Sanjay Vishwakarma Francisco Martín-Fernández Ismael Faro Ibm Quantum 66 31 0 16 Sep 2020
Red Carpet to Fight Club: Partially-supervised Domain Transfer for Face Recognition in Violent Videos Yunus Can Bilge M. K. Yucel R. G. Cinbis Nazli Ikizler-Cinbis Pinar Duygulu CVBM 12 1 0 16 Sep 2020
Generator Versus Segmentor: Pseudo-healthy Synthesis Yunlong Zhang Li Chenxin Liyan Sun Xin Lin Yihong Zhuang Yue Huang Ding Xinghao Xiaoqing Liu Yizhou Yu MedIm 45 20 0 12 Sep 2020
Conditional Coupled Generative Adversarial Networks for Zero-Shot Domain Adaptation Jinghua Wang Jianmin Jiang GAN 61 36 0 11 Sep 2020
Learning Unbiased Representations via Rényi Minimization Vincent Grari Oualid El Hajouji Sylvain Lamprier Marcin Detyniecki FaML 60 21 0 07 Sep 2020
Channel-wise Alignment for Adaptive Object Detection Hang Yang Shan Jiang Xinge Zhu Mingyang Huang Zhiqiang Shen Chunxiao Liu Jianping Shi ObjD OOD 26 3 0 07 Sep 2020
FedBE: Making Bayesian Model Ensemble Applicable to Federated Learning Hong-You Chen Wei-Lun Chao FedML 92 262 0 04 Sep 2020
Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation Luigi Musto Andrea Zinelli VLM 72 37 0 02 Sep 2020
Unsupervised Domain Adaptation For Plant Organ Counting Tewodros Ayalew Jordan R. Ubbens Ian Stavness 79 26 0 02 Sep 2020
A Survey on Negative Transfer Wen Zhang Lingfei Deng Lei Zhang Dongrui Wu AAML 135 223 0 02 Sep 2020
Unsupervised Domain Adaptation with Progressive Adaptation of Subspaces Weikai Li Songcan Chen 65 27 0 01 Sep 2020
Learning explanations that are hard to vary Giambattista Parascandolo Alexander Neitz Antonio Orvieto Luigi Gresele Bernhard Schölkopf FAtt 86 187 0 01 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Yue Liu Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia Kurt Keutzer 133 270 0 01 Sep 2020
Learning to Balance Specificity and Invariance for In and Out of Domain Generalization Prithvijit Chattopadhyay Yogesh Balaji Judy Hoffman OOD 89 208 0 28 Aug 2020
A Flexible Selection Scheme for Minimum-Effort Transfer Learning Amelie Royer Christoph H. Lampert 43 14 0 27 Aug 2020
Adversarial Dual Distinct Classifiers for Unsupervised Domain Adaptation Taotao Jing Zhengming Ding 98 12 0 27 Aug 2020
Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation Taotao Jing Haifeng Xia Zhengming Ding 60 29 0 27 Aug 2020