Adversarial Discriminative Domain Adaptation

17 February 2017

Papers citing "Adversarial Discriminative Domain Adaptation"

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Title
Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted Stacks Jinyong Hou Xuejie Ding Jeremiah D. Deng Stephen Cranefield OOD 32 6 0 17 Feb 2019
Learning to see across Domains and Modalities Fabio Maria Carlucci 29 0 0 13 Feb 2019
Domain invariant hierarchical embedding for grocery products recognition A. Tonioni Luigi Di Stefano BDL 16 33 0 02 Feb 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
On Learning Invariant Representation for Domain Adaptation Haiying Zhao Rémi Tachet des Combes Kun Zhang Geoffrey J. Gordon OOD 35 157 0 27 Jan 2019
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng-Ann Heng OOD 11 308 0 24 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
PnP-AdaNet: Plug-and-Play Adversarial Domain Adaptation Network with a Benchmark at Cross-modality Cardiac Segmentation Qi Dou Cheng Ouyang Cheng Chen Hao Chen Ben Glocker Xiahai Zhuang Pheng-Ann Heng MedIm 26 49 0 19 Dec 2018
TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation Toshihiko Matsuura Kuniaki Saito Tatsuya Harada 19 13 0 18 Dec 2018
Transfer Learning in Brain-Computer Interfaces with Adversarial Variational Autoencoders Ozan Özdenizci Ye Wang T. Koike-Akino Deniz Erdogmus OOD DRL 18 59 0 17 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
Disjoint Label Space Transfer Learning with Common Factorised Space Xiaobin Chang Yongxin Yang Tao Xiang Timothy M. Hospedales DRL 24 55 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
Unsupervised Domain Adaptation using Generative Models and Self-ensembling Eman T. Hassan Xin Chen David J. Crandall OOD 20 7 0 02 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 23 5 0 27 Nov 2018
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling C. Perone P. Ballester Rodrigo C. Barros Julien Cohen-Adad OOD 33 207 0 14 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
Distributionally Robust Semi-Supervised Learning for People-Centric Sensing Kaixuan Chen Lina Yao Dalin Zhang Xiaojun Chang Guodong Long Sen Wang OOD 20 46 0 12 Nov 2018
Multiple Subspace Alignment Improves Domain Adaptation Kowshik Thopalli Rushil Anirudh Jayaraman J. Thiagarajan Pavan Turaga 8 9 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
Handwriting Recognition in Low-resource Scripts using Adversarial Learning A. Bhunia Abhirup Das A. Bhunia P. Kishore P. Roy 37 66 0 04 Nov 2018
Bias Reduction via End-to-End Shift Learning: Application to Citizen Science Di Chen Carla P. Gomes 6 19 0 01 Nov 2018
Coarse-to-fine volumetric segmentation of teeth in Cone-Beam CT M. Ezhov A. Zakirov Maxim Gusarev 27 25 0 24 Oct 2018
Learning with privileged information via adversarial discriminative modality distillation Nuno C. Garcia Pietro Morerio Vittorio Murino 27 67 0 19 Oct 2018
Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation Xuanli He Quan Hung Tran William N. Havard Laurent Besacier Ingrid Zukerman Gholamreza Haffari 24 4 0 17 Oct 2018
Adversarial Balancing for Causal Inference Michal Ozery-Flato Pierre Thodoroff Matan Ninio Michal Rosen-Zvi T. El-Hay CML GAN 16 25 0 17 Oct 2018
Deep Transfer Reinforcement Learning for Text Summarization Yaser Keneshloo Naren Ramakrishnan Chandan K. Reddy 27 37 0 15 Oct 2018
A Data-Efficient Framework for Training and Sim-to-Real Transfer of Navigation Policies Homanga Bharadhwaj Zihan Wang Yoshua Bengio Liam Paull 24 40 0 11 Oct 2018
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization S. Ramakrishnan Aishwarya Agrawal Stefan Lee AAML 20 235 0 08 Oct 2018
Domain Generalization with Domain-Specific Aggregation Modules A. DÍnnocente Barbara Caputo OOD 24 136 0 28 Sep 2018
DT-LET: Deep Transfer Learning by Exploring where to Transfer Jianzhe Lin Qi. Wang Rabab Ward Z. J. Wang 16 27 0 23 Sep 2018
SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud Bichen Wu Xuanyu Zhou Sicheng Zhao Xiangyu Yue Kurt Keutzer 3DPC 15 617 0 22 Sep 2018
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation Rob Romijnders Panagiotis Meletis Gijs Dubbelman AI4CE 21 27 0 14 Sep 2018
Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings Mohsan S. Alvi Andrew Zisserman C. Nellåker FaML 13 248 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
Eliminating the Blind Spot: Adapting 3D Object Detection and Monocular Depth Estimation to 360° Panoramic Imagery Grégoire Payen de La Garanderie Amir Atapour-Abarghouei T. Breckon 3DPC MDE 24 80 0 19 Aug 2018
Unsupervised adversarial domain adaptation for acoustic scene classification Shayan Gharib K. Drossos Emre Çakir Dmitriy Serdyuk Tuomas Virtanen 11 44 0 17 Aug 2018
Toward domain-invariant speech recognition via large scale training A. Narayanan Ananya Misra K. Sim Golan Pundak Anshuman Tripathi Mohamed G. Elfeky Parisa Haghani Trevor Strohman M. Bacchiani VLM 18 107 0 16 Aug 2018
Hallucinating Agnostic Images to Generalize Across Domains Fabio Maria Carlucci P. Russo Tatiana Tommasi Barbara Caputo OOD 37 14 0 03 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
Deep Cross-modality Adaptation via Semantics Preserving Adversarial Learning for Sketch-based 3D Shape Retrieval Jiaxin Chen Yi Fang GAN 3DPC 8 47 0 04 Jul 2018
Deep Generative Models in the Real-World: An Open Challenge from Medical Imaging Xiaoran Chen Nick Pawlowski Martin Rajchl Ben Glocker E. Konukoglu OOD MedIm 22 49 0 14 Jun 2018