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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
Domain-Adversarial Learning for Multi-Centre, Multi-Vendor, and Multi-Disease Cardiac MR Image Segmentation C. Scannell A. Chiribiri M. Veta OOD MedIm 40 21 0 26 Aug 2020
Attr2Style: A Transfer Learning Approach for Inferring Fashion Styles via Apparel Attributes Rajdeep H. Banerjee Abhinav Ravi U. Dutta 31 5 0 26 Aug 2020
Cross-regional oil palm tree counting and detection via multi-level attention domain adaptation network Juepeng Zheng Haohuan Fu Weijia Li Wenzhao Wu Yi Zhao Runmin Dong Le Yu 64 67 0 26 Aug 2020
DRR4Covid: Learning Automated COVID-19 Infection Segmentation from Digitally Reconstructed Radiographs Pengyi Zhang Yunxin Zhong Yulin Deng Xiaoying Tang Xiaoqiong Li 77 8 0 26 Aug 2020
Discriminative Cross-Domain Feature Learning for Partial Domain Adaptation Taotao Jing Ming Shao Zhengming Ding 102 6 0 26 Aug 2020
Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning Yinghua Zhang Yangqiu Song Jian Liang Kun Bai Qiang Yang AAML 74 28 0 25 Aug 2020
A Discriminative Technique for Multiple-Source Adaptation Corinna Cortes M. Mohri A. Suresh Ningshan Zhang 46 1 0 25 Aug 2020
Using Deep Networks for Scientific Discovery in Physiological Signals Tom Beer Bar Eini-Porat Sebastian Goodfellow Danny Eytan Uri Shalit 47 5 0 25 Aug 2020
The Fairness-Accuracy Pareto Front Susan Wei Marc Niethammer FaML 118 33 0 25 Aug 2020
Unsupervised Domain Adaptation via Discriminative Manifold Propagation You-Wei Luo Chuan-Xian Ren D. Dai Hong Yan 72 82 0 23 Aug 2020
Graph Neural Networks for UnsupervisedDomain Adaptation of Histopathological ImageAnalytics Dou Xu Changzhi Cai Chaowei Fang Bin Kong Jihua Zhu Zhongyu Li OOD MedIm 21 0 0 21 Aug 2020
Adapting Event Extractors to Medical Data: Bridging the Covariate Shift Aakanksha Naik J. Lehman Carolyn Rose OOD 31 3 0 21 Aug 2020
CITISEN: A Deep Learning-Based Speech Signal-Processing Mobile Application Yu-Wen Chen Kuo-Hsuan Hung You-Jin Li A. Kang Ya-Hsin Lai Kai-Chun Liu Szu-Wei Fu Syu-Siang Wang Yu Tsao 56 5 0 21 Aug 2020
Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment Qingjie Meng Daniel Rueckert Bernhard Kainz OOD 44 14 0 19 Aug 2020
Unsupervised Transfer Learning for Anomaly Detection: Application to Complementary Operating Condition Transfer Gabriel Michau Olga Fink 19 1 0 18 Aug 2020
Domain Generalizer: A Few-shot Meta Learning Framework for Domain Generalization in Medical Imaging Pulkit Khandelwal Paul Yushkevich OOD 108 38 0 18 Aug 2020
Source Free Domain Adaptation with Image Translation Yunzhong Hou Liang Zheng 71 36 0 17 Aug 2020
Model Patching: Closing the Subgroup Performance Gap with Data Augmentation Karan Goel Albert Gu Yixuan Li Christopher Ré 104 121 0 15 Aug 2020
On Localized Discrepancy for Domain Adaptation Yuchen Zhang Mingsheng Long Jianmin Wang Michael I. Jordan 73 18 0 14 Aug 2020
Adversarial Knowledge Transfer from Unlabeled Data Akash Gupta Yikang Shen S. Paul Jianming Zhang Amit K. Roy-Chowdhury 31 0 0 13 Aug 2020
Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose Estimation Xixia Xu Qi Zou Xue Lin 3DH OOD 26 2 0 13 Aug 2020
Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations Navid Alemi Koohbanani Balagopal Unnikrishnan S. Khurram Pavitra Krishnaswamy Nasir M. Rajpoot SSL 99 166 0 12 Aug 2020
Null-sampling for Interpretable and Fair Representations T. Kehrenberg Myles Bartlett Oliver Thomas Novi Quadrianto OOD 41 29 0 12 Aug 2020
On Learning Language-Invariant Representations for Universal Machine Translation Hao Zhao Junjie Hu Andrej Risteski 103 8 0 11 Aug 2020
Road Segmentation for Remote Sensing Images using Adversarial Spatial Pyramid Networks Pourya Shamsolmoali Masoumeh Zareapoor Huiyu Zhou Ruili Wang Jie Yang GAN 61 114 0 10 Aug 2020
Hard Class Rectification for Domain Adaptation Yunlong Zhang Changxing Jing Huangxing Lin Chaoqi Chen Yue Huang Xinghao Ding Yang Zou 48 11 0 08 Aug 2020
Revisiting Mid-Level Patterns for Cross-Domain Few-Shot Recognition Yixiong Zou Shanghang Zhang Jianpeng Yu Yonghong Tian José M. F. Moura 50 16 0 07 Aug 2020
Disentangled speaker and nuisance attribute embedding for robust speaker verification Woohyun Kang Sung Hwan Mun Min Hyun Han N. Kim 65 17 0 07 Aug 2020
A Novel Method For Designing Transferable Soft Sensors And Its Application Hossein Shahabadi Farahani A. Fatehi Alireza Nadali M. A. Shoorehdeli AAML 16 7 0 05 Aug 2020
Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation Shuang Li Binhui Xie Jiashu Wu Ying Zhao Chi Harold Liu Zhengming Ding 83 50 0 04 Aug 2020
Shape Consistent 2D Keypoint Estimation under Domain Shift Levi O. Vasconcelos Massimiliano Mancini Davide Boscaini Samuel Rota Buló Barbara Caputo Elisa Ricci MDE OOD 3DPC 33 2 0 04 Aug 2020
Learning Interpretable Microscopic Features of Tumor by Multi-task Adversarial CNNs To Improve Generalization Mara Graziani Sebastian Otalora Stephane Marchand-Maillet Henning Muller Vincent Andrearczyk AAML MedIm 42 0 0 04 Aug 2020
Learning from a Complementary-label Source Domain: Theory and Algorithms Yiyang Zhang Feng Liu Zhen Fang Bo Yuan Guangquan Zhang Jie Lu 90 70 0 04 Aug 2020
Class-Incremental Domain Adaptation Jogendra Nath Kundu R. Venkatesh Naveen Venkat Ambareesh Revanur R. Venkatesh Babu CLL 66 51 0 04 Aug 2020
Intra-class variation reduction of speaker representation in disentanglement framework Yoohwan Kwon Soo-Whan Chung Hong-Goo Kang DRL 114 21 0 04 Aug 2020
One Model, Many Languages: Meta-learning for Multilingual Text-to-Speech Tomás Nekvinda Ondrej Dusek 64 57 0 03 Aug 2020
Residual-CycleGAN based Camera Adaptation for Robust Diabetic Retinopathy Screening Dalu Yang Yehui Yang Tiantian Huang Binghong Wu Lei Wang Yanwu Xu MedIm 40 9 0 31 Jul 2020
Adversarial Bipartite Graph Learning for Video Domain Adaptation Yadan Luo Zi Huang Zijian Wang Zheng Zhang Mahsa Baktashmotlagh 126 52 0 31 Jul 2020
Privacy Enhancing Machine Learning via Removal of Unwanted Dependencies Mert Al Semih Yagli S. Kung 44 3 0 30 Jul 2020
$Beyond $\mathcal{H}$-Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence$ Beyond $\mathcal{H}$ -Divergence: Domain Adaptation Theory With Jensen-Shannon Divergence Changjian Shui Qi Chen Jun Wen Fan Zhou Christian Gagné Boyu Wang 92 23 0 30 Jul 2020
SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data Tyler Lixuan Zhu Per Karlsson C. Bregler 3DH 108 30 0 30 Jul 2020
Domain Adaptive Semantic Segmentation Using Weak Labels S. Paul Yi-Hsuan Tsai S. Schulter Amit K. Roy-Chowdhury Manmohan Chandraker 83 92 0 30 Jul 2020
What My Motion tells me about Your Pose: A Self-Supervised Monocular 3D Vehicle Detector Cédric Picron Punarjay Chakravarty Tom Roussel Tinne Tuytelaars 24 0 0 29 Jul 2020
Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation Yiyang Zhang Feng Liu Zhen Fang Bo Yuan Guangquan Zhang Jie Lu 87 31 0 29 Jul 2020
$S^3$ Net: Semantic-Aware Self-supervised Depth Estimation with Monocular Videos and Synthetic Data Bin Cheng Inderjot Singh Saggu Raunak Shah G. Bansal Dinesh Bharadia MDE 114 25 0 28 Jul 2020
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation M.Naseer Subhani Mohsen Ali 71 69 0 28 Jul 2020
Robust and Generalizable Visual Representation Learning via Random Convolutions Zhenlin Xu Deyi Liu Junlin Yang Colin Raffel Marc Niethammer OOD AAML 148 194 0 25 Jul 2020
Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks Lida Zhang N. Hurley Bassem Ibrahim E. Spatz H. Krumholz R. Jafari B. Mortazavi AAML OOD 47 20 0 24 Jul 2020
Deep Co-Training with Task Decomposition for Semi-Supervised Domain Adaptation Luyu Yang Yan Wang M. Gao Abhinav Shrivastava Kilian Q. Weinberger Wei-Lun Chao Ser-Nam Lim OOD 100 75 0 24 Jul 2020
The foundations of cost-sensitive causal classification Wouter Verbeke Diego Olaya Jeroen Berrevoets Sam Verboven S. Maldonado CML 55 10 0 24 Jul 2020