Adversarial Discriminative Domain Adaptation

17 February 2017

Papers citing "Adversarial Discriminative Domain Adaptation"

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Title
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 21 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
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 16 107 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 6 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
Task Driven Generative Modeling for Unsupervised Domain Adaptation: Application to X-ray Image Segmentation Yue Zhang S. Miao Tommaso Mansi Rui Liao MedIm 19 206 0 11 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
Adversarial Domain Adaptation for Classification of Prostate Histopathology Whole-Slide Images Jian Ren I. Hacihaliloglu E. Singer D. Foran X. Qi GAN MedIm OOD 9 107 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
SOSELETO: A Unified Approach to Transfer Learning and Training with Noisy Labels Or Litany Daniel Freedman NoLa 22 13 0 24 May 2018
DiDA: Disentangled Synthesis for Domain Adaptation Jinming Cao Oren Katzir Peng-Tao Jiang Dani Lischinski Danny Cohen-Or Changhe Tu Yangyan Li 30 35 0 21 May 2018
Multi-view Common Component Discriminant Analysis for Cross-view Classification Xinge You Jiamiao Xu Wei Yuan Xiaoyuan Jing Dacheng Tao Taiping Zhang 29 60 0 14 May 2018
Deep Nets: What have they ever done for Vision? Alan Yuille Chenxi Liu 25 100 0 10 May 2018
Sample-to-Sample Correspondence for Unsupervised Domain Adaptation Debasmit Das C.S. George Lee OOD 45 60 0 01 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
Open Set Domain Adaptation by Backpropagation Kuniaki Saito Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VLM 22 499 0 27 Apr 2018
Unsupervised Domain Adaptation with Adversarial Residual Transform Networks Guanyu Cai Yuqin Wang Mengchu Zhou Lianghua He GAN 19 88 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
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation Naoto Inoue Ryosuke Furuta T. Yamasaki Kiyoharu Aizawa ObjD 33 525 0 30 Mar 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 24 50 0 14 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 20 185 0 05 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
Online Detection of Action Start in Untrimmed, Streaming Videos Zheng Shou Junting Pan Jonathan Chan K. Miyazawa Hassan Mansour A. Vetro Xavier Giró-i-Nieto Shih-Fu Chang 35 61 0 19 Feb 2018
Explicit Inductive Bias for Transfer Learning with Convolutional Networks Xuhong Li Yves Grandvalet Franck Davoine SSL 21 348 0 05 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
Deep Metric Learning with BIER: Boosting Independent Embeddings Robustly M. Opitz Georg Waltner Horst Possegger Horst Bischof FedML OOD 32 166 0 15 Jan 2018
Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption Peilun Li Xiaodan Liang Daoyuan Jia Eric Xing 23 94 0 05 Jan 2018
Crossing Generative Adversarial Networks for Cross-View Person Re-identification Chengyuan Zhang Lin Wu Yang Wang GAN 19 31 0 04 Jan 2018
Zero-Shot Visual Recognition using Semantics-Preserving Adversarial Embedding Networks Long Chen Hanwang Zhang Jun Xiao Wei Liu Shih-Fu Chang 33 286 0 05 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