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Deep Visual Domain Adaptation: A Survey

10 February 2018

Papers citing "Deep Visual Domain Adaptation: A Survey"

36 / 736 papers shown

Title
Additive Adversarial Learning for Unbiased Authentication Jian Liang Yuren Cao Chenbin Zhang Shiyu Chang Kun Bai Zenglin Xu 138 24 0 16 May 2019
Structured Discriminative Tensor Dictionary Learning for Unsupervised Domain Adaptation Songsong Wu Yan Yan Hao Tang J. Qian Jian Zhang Xiaoyuan Jing 26 5 0 11 May 2019
Towards Self-similarity Consistency and Feature Discrimination for Unsupervised Domain Adaptation Chao Chen Zhihang Fu Zhihong Chen Zhaowei Cheng Xinyu Jin Xiansheng Hua 59 6 0 13 Apr 2019
Learning Across Tasks and Domains Pierluigi Zama Ramirez A. Tonioni Samuele Salti Luigi Di Stefano 71 32 0 09 Apr 2019
A Strong Baseline for Domain Adaptation and Generalization in Medical Imaging L. Yao Jordan Prosky Ben Covington Kevin Lyman OOD LM&MA MedIm AI4CE 61 39 0 02 Apr 2019
AdaGraph: Unifying Predictive and Continuous Domain Adaptation through Graphs Massimiliano Mancini Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 70 72 0 17 Mar 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 143 192 0 12 Mar 2019
SceneFlowFields++: Multi-frame Matching, Visibility Prediction, and Robust Interpolation for Scene Flow Estimation René Schuster Oliver Wasenmüller C. Unger G. Kuschk D. Stricker 63 18 0 26 Feb 2019
Adapting Convolutional Neural Networks for Geographical Domain Shift Pavel Ostyakov Sergey I. Nikolenko OOD 54 3 0 18 Jan 2019
Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Hugo Oliveira E. Ferreira J. A. dos Santos MedIm 85 14 0 16 Jan 2019
A review of domain adaptation without target labels Wouter M. Kouw Marco Loog OOD VLM 54 491 0 16 Jan 2019
Ubiquitous Acoustic Sensing on Commodity IoT Devices: A Survey Chao Cai Rong Zheng Jun Luo 69 64 0 11 Jan 2019
Transfer Representation Learning with TSK Fuzzy System Peng Xu Zhaohong Deng Jun Wang Qun Zhang Shitong Wang 41 36 0 09 Jan 2019
A Distance Map Regularized CNN for Cardiac Cine MR Image Segmentation Shusil Dangi Cristian A. Linte Z. Yaniv 67 70 0 04 Jan 2019
DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification Xianghong Fang Haoli Bai Ziyi Guo Bin Shen Guosheng Lin Zenglin Xu OOD 38 41 0 30 Dec 2018
Application of Deep Learning in Fundus Image Processing for Ophthalmic Diagnosis -- A Review S. Sengupta Amitojdeep Singh Henry A. Leopold T. Gulati Vasudevan Lakshminarayanan MedIm 84 131 0 09 Dec 2018
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 191 824 0 06 Dec 2018
OMNIA Faster R-CNN: Detection in the wild through dataset merging and soft distillation Alexandre Ramé Emilien Garreau H. Ben-younes Charles Ollion ObjD 103 17 0 06 Dec 2018
Adversarial Domain Randomization Rawal Khirodkar Kris Kitani 34 5 0 03 Dec 2018
Racial Faces in-the-Wild: Reducing Racial Bias by Information Maximization Adaptation Network Mei Wang Weihong Deng Jiani Hu Xunqiang Tao Yaohai Huang 87 27 0 01 Dec 2018
Recent Advances in Open Set Recognition: A Survey Chuanxing Geng Sheng-Jun Huang Songcan Chen BDL ObjD 182 775 0 21 Nov 2018
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling C. Perone P. Ballester Rodrigo C. Barros Julien Cohen-Adad OOD 102 209 0 14 Nov 2018
Domain Randomization for Scene-Specific Car Detection and Pose Estimation Rawal Khirodkar Donghyun Yoo Kris Kitani 3DPC 75 50 0 14 Nov 2018
Deep Generative Model with Beta Bernoulli Process for Modeling and Learning Confounding Factors P. Gyawali Cameron Knight S. Ghimire B. Horácek J. Sapp Linwei Wang BDL DRL 52 1 0 31 Oct 2018
Exploiting Semantics in Adversarial Training for Image-Level Domain Adaptation Pierluigi Zama Ramirez A. Tonioni Luigi Di Stefano GAN 84 27 0 13 Oct 2018
Deep Domain Adaptation under Deep Label Scarcity A. Azad Dinesh Garg Priyanka Agrawal Arun Kumar 29 1 0 20 Sep 2018
Dynamic Adaptation on Non-Stationary Visual Domains Sindi Shkodrani M. Hofmann E. Gavves TTA OOD 26 5 0 02 Aug 2018
Sem-GAN: Semantically-Consistent Image-to-Image Translation A. Cherian Alan Sullivan 73 78 0 12 Jul 2018
M-ADDA: Unsupervised Domain Adaptation with Deep Metric Learning I. Laradji Reza Babanezhad 64 40 0 06 Jul 2018
Learning Object Localization and 6D Pose Estimation from Simulation and Weakly Labeled Real Images Jean-Philippe Mercier Chaitanya Mitash Philippe Giguère Abdeslam Boularias 3DPC 74 10 0 18 Jun 2018
AdapterNet - learning input transformation for domain adaptation Alon Hazan Yoel Shoshan Daniel Khapun Roy Aladjem Vadim Ratner OOD 31 7 0 29 May 2018
Deep Face Recognition: A Survey Mei Wang Weihong Deng NoLa 158 1,242 0 18 Apr 2018
Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications Haohan Wang Zhenglin Wu Eric Xing OOD 68 41 0 20 Mar 2018
PAC-Bayes and Domain Adaptation Pascal Germain Amaury Habrard Franccois Laviolette Emilie Morvant 86 24 0 17 Jul 2017
CosmoGAN: creating high-fidelity weak lensing convergence maps using Generative Adversarial Networks M. Mustafa Deborah Bard W. Bhimji Z. Lukić Rami Al-Rfou J. Kratochvil GAN 123 124 0 07 Jun 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 299 4,685 0 17 Feb 2017