Unsupervised Domain Adaptation by Backpropagation

26 September 2014

Papers citing "Unsupervised Domain Adaptation by Backpropagation"

50 / 1,043 papers shown

Title
Data-driven model for the identification of the rock type at a drilling bit Nikita Klyuchnikov Alexey Zaytsev A. Gruzdev Georgiy Ovchinnikov Ksenia Antipova ... V. Koryabkin I. Simon A. Tsurgan Fedor V Krasnov D. Koroteev 11 55 0 08 Jun 2018
Domain Adversarial Training for Accented Speech Recognition Sining Sun Ching-Feng Yeh M. Hwang Mari Ostendorf Lei Xie 31 126 0 07 Jun 2018
Backdrop: Stochastic Backpropagation Siavash Golkar Kyle Cranmer 41 2 0 04 Jun 2018
Learning Factorized Representations for Open-set Domain Adaptation Mahsa Baktash M. Faraki Tom Drummond Mathieu Salzmann OOD 35 53 0 31 May 2018
Generalizing to Unseen Domains via Adversarial Data Augmentation Riccardo Volpi Hongseok Namkoong Ozan Sener John C. Duchi Vittorio Murino Silvio Savarese OOD 41 768 0 30 May 2018
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 25 240 0 24 May 2018
SOSELETO: A Unified Approach to Transfer Learning and Training with Noisy Labels Or Litany Daniel Freedman NoLa 28 13 0 24 May 2018
Algorithms and Theory for Multiple-Source Adaptation Judy Hoffman M. Mohri Ningshan Zhang OOD 19 170 0 20 May 2018
What's in a Domain? Learning Domain-Robust Text Representations using Adversarial Training Yitong Li Timothy Baldwin Trevor Cohn OOD 17 47 0 16 May 2018
Comparing heterogeneous visual gestures for measuring the diversity of visual speech signals Helen L. Bear R. Harvey 6 7 0 08 May 2018
Adversarial adaptive 1-D convolutional neural networks for bearing fault diagnosis under varying working condition Bo Zhang Wei Li Jie Hao Xiao-Li Li Meng Zhang 24 53 0 01 May 2018
SHADE: Information Based Regularization for Deep Learning Michael Blot Thomas Robert Nicolas Thome Matthieu Cord 32 12 0 29 Apr 2018
Open Set Domain Adaptation by Backpropagation Kuniaki Saito Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VLM 22 499 0 27 Apr 2018
Network Transplanting Quanshi Zhang Yu Yang Ying Nian Wu Song-Chun Zhu OOD 14 5 0 26 Apr 2018
Domain Adaptation through Synthesis for Unsupervised Person Re-identification Sławomir Bąk Peter Carr Jean-François Lalonde 27 226 0 26 Apr 2018
Surveillance Face Recognition Challenge Zhiyi Cheng Xiatian Zhu S. Gong CVBM AAML 27 68 0 25 Apr 2018
Keep it Unreal: Bridging the Realism Gap for 2.5D Recognition with Geometry Priors Only Sergey Zakharov Benjamin Planche Ziyan Wu Andreas Hutter H. Kosch Slobodan Ilic 27 23 0 24 Apr 2018
PM-GANs: Discriminative Representation Learning for Action Recognition Using Partial-modalities Lan Wang Chenqiang Gao Luyu Yang Yue Zhao W. Zuo Deyu Meng GAN 23 21 0 17 Apr 2018
DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation Zuxuan Wu Xintong Han Yen-Liang Lin M. Uzunbas Tom Goldstein Ser Nam Lim L. Davis 24 263 0 16 Apr 2018
Motion-based Object Segmentation based on Dense RGB-D Scene Flow Lin Shao Parth Shah Vikranth Dwaracherla Jeannette Bohg 3DPC 19 38 0 14 Apr 2018
Synthesizing Programs for Images using Reinforced Adversarial Learning Yaroslav Ganin Tejas D. Kulkarni Igor Babuschkin A. Eslami Oriol Vinyals GAN 12 229 0 03 Apr 2018
Importance Weighted Adversarial Nets for Partial Domain Adaptation Jing Zhang Zewei Ding W. Li P. Ogunbona 16 417 0 25 Mar 2018
Domain Adaptation on Graphs by Learning Aligned Graph Bases Mehmet Pilanci Elif Vural OOD 27 50 0 14 Mar 2018
Cross-domain Recommendation via Deep Domain Adaptation Heishiro Kanagawa Hayato Kobayashi N. Shimizu Yukihiro Tagami Taiji Suzuki 27 92 0 08 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 26 185 0 05 Mar 2018
The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches Md. Zahangir Alom T. Taha C. Yakopcic Stefan Westberg P. Sidike Mst Shamima Nasrin B. Van Essen A. Awwal V. Asari VLM 29 874 0 03 Mar 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 25 1,529 0 28 Feb 2018
Learning Anonymized Representations with Adversarial Neural Networks Clément Feutry Pablo Piantanida Yoshua Bengio Pierre Duhamel 19 59 0 26 Feb 2018
Cost-Effective Training of Deep CNNs with Active Model Adaptation Sheng-Jun Huang Jia-Wei Zhao Zhao-Yang Liu 15 62 0 15 Feb 2018
DensePose: Dense Human Pose Estimation In The Wild R. Güler Natalia Neverova Iasonas Kokkinos 3DH 225 1,386 0 01 Feb 2018
Deep Adversarial Attention Alignment for Unsupervised Domain Adaptation: the Benefit of Target Expectation Maximization Guoliang Kang Liang Zheng Yan Yan Yi Yang OOD 30 121 0 30 Jan 2018
Cross-domain Human Parsing via Adversarial Feature and Label Adaptation Si Liu Yao Sun Defa Zhu Guanghui Ren Yu Chen Jiashi Feng Jizhong Han 21 36 0 04 Jan 2018
SuperPoint: Self-Supervised Interest Point Detection and Description Daniel DeTone Tomasz Malisiewicz Andrew Rabinovich 3DPC 75 2,400 0 20 Dec 2017
Stretching Domain Adaptation: How far is too far? Yunhan Zhao Haider Ali René Vidal OOD 23 6 0 06 Dec 2017
GANerated Hands for Real-time 3D Hand Tracking from Monocular RGB Franziska Mueller Florian Bernard Oleksandr Sotnychenko Dushyant Mehta Srinath Sridhar Dan Casas Christian Theobalt 3DH 41 518 0 04 Dec 2017
Label Efficient Learning of Transferable Representations across Domains and Tasks Zelun Luo Yuliang Zou Judy Hoffman Li Fei-Fei 39 275 0 30 Nov 2017
Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation Pietro Morerio Jacopo Cavazza Vittorio Murino OOD 17 154 0 28 Nov 2017
Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification Weijian Deng Liang Zheng QiXiang Ye Guoliang Kang Yezhou Yang Jianbin Jiao 42 901 0 19 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 80 2,977 0 08 Nov 2017
Adversarial Dropout Regularization Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko GAN 25 284 0 05 Nov 2017
Correcting Nuisance Variation using Wasserstein Distance Gil Tabak Minjie Fan Samuel J. Yang Stephan Hoyer Geoff Davis 27 9 0 02 Nov 2017
SRL4ORL: Improving Opinion Role Labeling using Multi-task Learning with Semantic Role Labeling Ana Marasović Anette Frank 37 9 0 02 Nov 2017
Knowledge Projection for Deep Neural Networks Zhi Zhang G. Ning Zhihai He 38 15 0 26 Oct 2017
On Data-Driven Saak Transform C.-C. Jay Kuo Yueru Chen AI4TS 21 93 0 11 Oct 2017
Deeper, Broader and Artier Domain Generalization Da Li Yongxin Yang Yi-Zhe Song Timothy M. Hospedales OOD 59 1,417 0 09 Oct 2017
Tracking Persons-of-Interest via Unsupervised Representation Adaptation Shun Zhang Jia-Bin Huang Jongwoo Lim Yihong Gong Jinjun Wang Narendra Ahuja Ming-Hsuan Yang CVBM 36 30 0 05 Oct 2017
MR Acquisition-Invariant Representation Learning Wouter M. Kouw Marco Loog L. Bartels A. Mendrik OOD 24 11 0 22 Sep 2017
Causally Regularized Learning with Agnostic Data Selection Bias Zheyan Shen Peng Cui Kun Kuang Yangqiu Song Peixuan Chen OOD 25 93 0 22 Aug 2017
GPLAC: Generalizing Vision-Based Robotic Skills using Weakly Labeled Images Avi Singh Larry Yang Sergey Levine 22 23 0 07 Aug 2017
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network Zizhao Zhang Yuanpu Xie Fuyong Xing M. McGough Ling Yang MedIm 21 301 0 08 Jul 2017