Deep Domain Confusion: Maximizing for Domain Invariance

10 December 2014

Papers citing "Deep Domain Confusion: Maximizing for Domain Invariance"

50 / 959 papers shown

Title
Stable Distribution Alignment Using the Dual of the Adversarial Distance Ben Usman Kate Saenko Brian Kulis 75 3 0 13 Jul 2017
Wasserstein Distance Guided Representation Learning for Domain Adaptation Jian Shen Yanru Qu Weinan Zhang Yong Yu OOD 106 31 0 05 Jul 2017
Appearance invariance in convolutional networks with neighborhood similarity Tolga Tasdizen Mehdi S. M. Sajjadi Mehran Javanmardi Nisha Ramesh 40 0 0 03 Jul 2017
Object Detection Using Deep CNNs Trained on Synthetic Images Param S. Rajpura Hristo Bojinov R. Hegde 80 75 0 21 Jun 2017
Unsupervised Domain Adaptation with Random Walks on Target Labelings Twan van Laarhoven E. Marchiori OOD 61 1 0 16 Jun 2017
Joint auto-encoders: a flexible multi-task learning framework Baruch Epstein T. Michaeli 47 8 0 30 May 2017
Conditional Adversarial Domain Adaptation Mingsheng Long Zhangjie Cao Jianmin Wang Michael I. Jordan GAN 123 36 0 26 May 2017
Principled Hybrids of Generative and Discriminative Domain Adaptation Haiying Zhao Zhenyao Zhu Junjie Hu Adam Coates Geoffrey J. Gordon AI4CE 80 5 0 25 May 2017
From source to target and back: symmetric bi-directional adaptive GAN P. Russo Fabio Maria Carlucci Tatiana Tommasi Barbara Caputo GAN 122 242 0 24 May 2017
Correlation Alignment by Riemannian Metric for Domain Adaptation Pietro Morerio Vittorio Murino 70 17 0 23 May 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 101 46 0 11 May 2017
Mind the Class Weight Bias: Weighted Maximum Mean Discrepancy for Unsupervised Domain Adaptation Hongliang Yan Yukang Ding P. Li Qilong Wang Yong-mei Xu W. Zuo 105 577 0 01 May 2017
AutoDIAL: Automatic DomaIn Alignment Layers Fabio Maria Carlucci Lorenzo Porzi Barbara Caputo Elisa Ricci Samuel Rota Buló 134 315 0 26 Apr 2017
Generate To Adapt: Aligning Domains using Generative Adversarial Networks S. Sankaranarayanan Yogesh Balaji Carlos D. Castillo Rama Chellappa GAN OOD 192 651 0 06 Apr 2017
Deep Domain Adaptation Based Video Smoke Detection using Synthetic Smoke Images Gao Xu Yongming Zhang Qixing Zhang Gaohua Lin Jinjun Wang 61 83 0 31 Mar 2017
One-Shot Imitation Learning Yan Duan Marcin Andrychowicz Bradly C. Stadie Jonathan Ho Jonas Schneider Ilya Sutskever Pieter Abbeel Wojciech Zaremba OffRL 156 689 0 21 Mar 2017
Domain Randomization for Transferring Deep Neural Networks from Simulation to the Real World Joshua Tobin Rachel Fong Alex Ray Jonas Schneider Wojciech Zaremba Pieter Abbeel 304 2,987 0 20 Mar 2017
A Compact DNN: Approaching GoogLeNet-Level Accuracy of Classification and Domain Adaptation Chunpeng Wu W. Wen Tariq Afzal Yongmei Zhang Yiran Chen Hai Helen Li 89 46 0 12 Mar 2017
Third-Person Imitation Learning Bradly C. Stadie Pieter Abbeel Ilya Sutskever 111 234 0 06 Mar 2017
Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning Werner Zellinger Thomas Grubinger E. Lughofer T. Natschläger Susanne Saminger-Platz OOD 116 582 0 28 Feb 2017
Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation Fabio Maria Carlucci Lorenzo Porzi Barbara Caputo Elisa Ricci Samuel Rota Buló OOD 85 48 0 21 Feb 2017
An Extended Framework for Marginalized Domain Adaptation G. Csurka Boris Chidlovskii Stéphane Clinchant Sophia Michel 56 5 0 20 Feb 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 379 4,692 0 17 Feb 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 133 509 0 17 Feb 2017
Knowledge Adaptation: Teaching to Adapt Sebastian Ruder Parsa Ghaffari J. Breslin CLL TTA 71 54 0 07 Feb 2017
Dirty Pixels: Towards End-to-End Image Processing and Perception Steven Diamond Vincent Sitzmann Frank D. Julca-Aguilar Stephen P. Boyd Gordon Wetzstein Felix Heide 133 54 0 23 Jan 2017
Synthetic to Real Adaptation with Generative Correlation Alignment Networks M. Mahmoodi Kate Saenko OOD 100 22 0 19 Jan 2017
Demystifying Neural Style Transfer Yanghao Li Naiyan Wang Jiaying Liu Xiaodi Hou 97 521 0 04 Jan 2017
Aspect-augmented Adversarial Networks for Domain Adaptation Yuan Zhang Regina Barzilay Tommi Jaakkola 134 96 0 01 Jan 2017
Unsupervised domain adaptation in brain lesion segmentation with adversarial networks Konstantinos Kamnitsas Christian F. Baumgartner C. Ledig Virginia Newcombe Joanna P. Simpson ... David Menon A. Nori A. Criminisi Daniel Rueckert Ben Glocker OOD MedIm 99 480 0 28 Dec 2016
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 185 1,537 0 16 Dec 2016
Correlation Alignment for Unsupervised Domain Adaptation Baochen Sun Jiashi Feng Kate Saenko OOD 77 404 0 06 Dec 2016
Learning an Invariant Hilbert Space for Domain Adaptation Samitha Herath Mehrtash Harandi Fatih Porikli 124 107 0 25 Nov 2016
Beyond Fine Tuning: A Modular Approach to Learning on Small Data Ark Anderson Kyle Shaffer A. Yankov Court D. Corley Nathan Oken Hodas 52 15 0 06 Nov 2016
Sim-to-Real Robot Learning from Pixels with Progressive Nets Andrei A. Rusu Matej Vecerík Thomas Rothörl N. Heess Razvan Pascanu R. Hadsell 145 535 0 13 Oct 2016
Domain Separation Networks Konstantinos Bousmalis George Trigeorgis N. Silberman Dilip Krishnan D. Erhan OOD 139 1,458 0 22 Aug 2016
Semantic Clustering for Robust Fine-Grained Scene Recognition Marian George Mandar Dixit Gábor Zogg Nuno Vasconcelos 35 14 0 26 Jul 2016
On the Use of Sparse Filtering for Covariate Shift Adaptation Fabio Massimo Zennaro Ke Chen 26 0 0 22 Jul 2016
Learning the Roots of Visual Domain Shift Tatiana Tommasi Martina Lanzi P. Russo Barbara Caputo ObjD OOD FAtt 74 35 0 20 Jul 2016
A Multi-task Deep Network for Person Re-identification Weihua Chen Xiaotang Chen Jianguo Zhang Kaiqi Huang CVBM 91 193 0 19 Jul 2016
Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation Muhammad Ghifary W. Kleijn Mengjie Zhang David Balduzzi Wen Li 112 868 0 12 Jul 2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 162 3,189 0 06 Jul 2016
Coupled Generative Adversarial Networks Ming-Yuan Liu Oncel Tuzel OOD GAN 172 1,631 0 24 Jun 2016
Deep Transfer Learning with Joint Adaptation Networks Mingsheng Long Hanhua Zhu Jianmin Wang Michael I. Jordan TTA 111 2,469 0 21 May 2016
Synthesizing Training Images for Boosting Human 3D Pose Estimation Wenzheng Chen Huan Wang Yangyan Li Hao Su Zhenhua Wang Changhe Tu Dani Lischinski Daniel Cohen-Or Baoquan Chen 3DH 187 292 0 10 Apr 2016
Adapting Models to Signal Degradation using Distillation Jong-Chyi Su Subhransu Maji 127 31 0 01 Apr 2016
Lightweight Unsupervised Domain Adaptation by Convolutional Filter Reconstruction Rahaf Aljundi Tinne Tuytelaars 58 27 0 23 Mar 2016
Beyond Sharing Weights for Deep Domain Adaptation Artem Rozantsev Mathieu Salzmann Pascal Fua 85 443 0 21 Mar 2016
Revisiting Batch Normalization For Practical Domain Adaptation Yanghao Li Naiyan Wang Jianping Shi Jiaying Liu Xiaodi Hou OOD 146 590 0 15 Mar 2016
Unsupervised Domain Adaptation with Residual Transfer Networks Mingsheng Long Hanjing Zhu Jianmin Wang Michael I. Jordan OOD 110 1,494 0 14 Feb 2016