Unsupervised Domain Adaptation by Backpropagation

26 September 2014

Papers citing "Unsupervised Domain Adaptation by Backpropagation"

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Title
Support and Invertibility in Domain-Invariant Representations Fredrik D. Johansson David Sontag Rajesh Ranganath 17 159 0 08 Mar 2019
Unsupervised Domain Adaptation using Feature-Whitening and Consensus Loss Subhankar Roy Aliaksandr Siarohin E. Sangineto Samuel Rota Buló N. Sebe Elisa Ricci 39 163 0 07 Mar 2019
Meta-SR: A Magnification-Arbitrary Network for Super-Resolution Xuecai Hu Haoyuan Mu Xiangyu Zhang Zilei Wang Tieniu Tan Jian Sun SupR 36 401 0 03 Mar 2019
Learning Robust Representations by Projecting Superficial Statistics Out Haohan Wang Zexue He Zachary Chase Lipton Eric Xing OOD 36 234 0 02 Mar 2019
Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach Minyoung Kim Pritish Sahu Behnam Gholami Vladimir Pavlovic OOD 14 45 0 23 Feb 2019
Learning to see across Domains and Modalities Fabio Maria Carlucci 29 0 0 13 Feb 2019
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation Jongyeong Lee Nontawat Charoenphakdee Seiichi Kuroki Masashi Sugiyama 11 11 0 30 Jan 2019
Adversarial Adaptation of Scene Graph Models for Understanding Civic Issues Shanu Kumar Shubham Atreja Anjali Singh Mohit Jain 19 12 0 29 Jan 2019
RPC: A Large-Scale Retail Product Checkout Dataset Xiu-Shen Wei Quan Cui Lei Yang Peng Wang Lingqiao Liu 21 124 0 22 Jan 2019
Domain Adaptation for Structured Output via Discriminative Patch Representations Yi-Hsuan Tsai Kihyuk Sohn S. Schulter Manmohan Chandraker OOD 38 319 0 16 Jan 2019
A review of domain adaptation without target labels Wouter M. Kouw Marco Loog OOD VLM 15 478 0 16 Jan 2019
Contrastive Adaptation Network for Unsupervised Domain Adaptation Guoliang Kang Lu Jiang Yi Yang Alexander G. Hauptmann 14 826 0 04 Jan 2019
TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation Toshihiko Matsuura Kuniaki Saito Tatsuya Harada 19 13 0 18 Dec 2018
Mining Interpretable AOG Representations from Convolutional Networks via Active Question Answering Quanshi Zhang Ruiming Cao Ying Nian Wu Song-Chun Zhu 8 14 0 18 Dec 2018
AdaFlow: Domain-Adaptive Density Estimator with Application to Anomaly Detection and Unpaired Cross-Domain Translation Masataka Yamaguchi Yuma Koizumi N. Harada 22 37 0 14 Dec 2018
DLOW: Domain Flow for Adaptation and Generalization R. Gong Wen Li Yuhua Chen Luc Van Gool OOD AI4CE 42 350 0 13 Dec 2018
Multichannel Semantic Segmentation with Unsupervised Domain Adaptation Kohei Watanabe Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada MDE 24 11 0 11 Dec 2018
3D Scene Parsing via Class-Wise Adaptation Daichi Ono Hiroyuki Yabe Tsutomu Horikawa 3DV 3DPC 22 0 0 10 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 43 17 0 06 Dec 2018
Moment Matching for Multi-Source Domain Adaptation Xingchao Peng Qinxun Bai Xide Xia Zijun Huang Kate Saenko Bo Wang OOD 74 1,751 0 04 Dec 2018
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 40 1,280 0 30 Nov 2018
Domain-Invariant Adversarial Learning for Unsupervised Domain Adaption Yexun Zhang Ya Zhang Yanfeng Wang Qi Tian OOD GAN 24 16 0 30 Nov 2018
Identity Preserving Generative Adversarial Network for Cross-Domain Person Re-identification Jialun Liu GAN OOD 29 25 0 28 Nov 2018
Part-level Car Parsing and Reconstruction from Single Street View Qichuan Geng Hong Zhang Xinyu Huang Sen Wang Feixiang Lu Xinjing Cheng Zhong Zhou Ruigang Yang 3DPC 25 5 0 27 Nov 2018
Co-regularized Alignment for Unsupervised Domain Adaptation Abhishek Kumar P. Sattigeri Kahini Wadhawan Leonid Karlinsky Rogerio Feris William T. Freeman G. Wornell OOD 16 157 0 13 Nov 2018
A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions D. Kollias S. Zafeiriou CVBM 19 69 0 11 Nov 2018
Generative Adversarial Speaker Embedding Networks for Domain Robust End-to-End Speaker Verification Gautam Bhattacharya A. Kannan Md. Jahangir Alam P. Kenny 24 60 0 07 Nov 2018
Adapting End-to-End Neural Speaker Verification to New Languages and Recording Conditions with Adversarial Training Christoph Dann Lihong Li Wei Wei 19 39 0 07 Nov 2018
Modeling relation paths for knowledge base completion via joint adversarial training Chen Li Xutan Peng Shanghang Zhang Hao Peng Philip S. Yu Jianxin Li Linfeng Du Lihong Wang 14 1 0 14 Oct 2018
SPIGAN: Privileged Adversarial Learning from Simulation Kuan-Hui Lee G. Ros Jie Li Adrien Gaidon GAN 33 104 0 09 Oct 2018
Learning Invariances for Policy Generalization Rémi Tachet des Combes Philip Bachman H. V. Seijen 20 12 0 07 Sep 2018
Adversarial Domain Adaptation for Duplicate Question Detection Darsh J. Shah Tao Lei Alessandro Moschitti Salvatore Romeo Preslav Nakov 38 74 0 07 Sep 2018
Unsupervised Learning of View-invariant Action Representations Junnan Li Yongkang Wong Qi Zhao Mohan Kankanhalli SSL 34 99 0 06 Sep 2018
A Unified Feature Disentangler for Multi-Domain Image Translation and Manipulation Alexander H. Liu Yen-Cheng Liu Yu-Ying Yeh Y. Wang 37 214 0 05 Sep 2018
Multi-Adversarial Domain Adaptation Zhongyi Pei Zhangjie Cao Mingsheng Long Jianmin Wang OOD TTA 30 855 0 04 Sep 2018
Adversarial Removal of Demographic Attributes from Text Data Yanai Elazar Yoav Goldberg FaML 13 304 0 20 Aug 2018
Unsupervised adversarial domain adaptation for acoustic scene classification Shayan Gharib K. Drossos Emre Çakir Dmitriy Serdyuk Tuomas Virtanen 13 44 0 17 Aug 2018
Conceptual Domain Adaptation Using Deep Learning Behrang Mehrparvar R. Vilalta 13 0 0 16 Aug 2018
Leveraging Motion Priors in Videos for Improving Human Segmentation Yu-Ting Chen Wen-Yen Chang Hai Lu Tingfan Wu Min Sun 23 2 0 30 Jul 2018
Unsupervised Domain Adaptation by Adversarial Learning for Robust Speech Recognition Pavel Denisov Ngoc Thang Vu Marc Ferras 16 18 0 30 Jul 2018
Improved Techniques for Learning to Dehaze and Beyond: A Collective Study Yu Liu Guanlong Zhao Boyuan Gong Yongqian Li Ritu Raj ... Satya Kesav Sandeep Gottimukkala Zhangyang Wang Wenqi Ren Dacheng Tao VLM 48 40 0 30 Jun 2018
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation Xingchao Peng Ben Usman Kuniaki Saito Neela Kaushik Judy Hoffman Kate Saenko 18 75 0 26 Jun 2018
Best sources forward: domain generalization through source-specific nets Massimiliano Mancini Samuel Rota Buló Barbara Caputo Elisa Ricci TTA OOD 10 159 0 15 Jun 2018
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