Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks

16 December 2016

Konstantinos Bousmalis

Papers citing "Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks"

50 / 729 papers shown

Title
Unsupervised Domain Adaptation: from Simulation Engine to the RealWorld Sicheng Zhao Bichen Wu Joseph E. Gonzalez S. Seshia Kurt Keutzer OOD 14 4 0 24 Mar 2018
An Introduction to Image Synthesis with Generative Adversarial Nets He Huang Philip S. Yu Changhu Wang GAN 19 184 0 12 Mar 2018
Learning from Noisy Web Data with Category-level Supervision Li Niu Qingtao Tang Ashok Veeraraghavan A. Sabharwal NoLa 17 32 0 10 Mar 2018
Kinematic Morphing Networks for Manipulation Skill Transfer Péter Englert Marc Toussaint 3DPC 14 5 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 29 873 0 03 Mar 2018
Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift Ruijia Xu Ziliang Chen W. Zuo Junjie Yan Liang Lin OOD 17 384 0 02 Mar 2018
Gotta Adapt Ém All: Joint Pixel and Feature-Level Domain Adaptation for Recognition in the Wild Luan Tran Kihyuk Sohn Xiang Yu Xiaoming Liu Manmohan Chandraker 17 4 0 28 Feb 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 17 1,528 0 28 Feb 2018
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network Zizhao Zhang L. Yang Yefeng Zheng MedIm 35 377 0 27 Feb 2018
Is Generator Conditioning Causally Related to GAN Performance? Augustus Odena Jacob Buckman Catherine Olsson Tom B. Brown C. Olah Colin Raffel Ian Goodfellow AI4CE 27 112 0 23 Feb 2018
A DIRT-T Approach to Unsupervised Domain Adaptation Rui Shu Hung Bui Hirokazu Narui Stefano Ermon 19 609 0 23 Feb 2018
DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials) Shuang Ma Jianlong Fu Chang Wen Chen Tao Mei GAN 14 154 0 18 Feb 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 8 1,988 0 10 Feb 2018
Every Smile is Unique: Landmark-Guided Diverse Smile Generation Wei Wang Xavier Alameda-Pineda Dan Xu Pascal Fua Elisa Ricci N. Sebe CVBM 28 69 0 06 Feb 2018
One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning Tianhe Yu Chelsea Finn Annie Xie Sudeep Dasari Tianhao Zhang Pieter Abbeel Sergey Levine 23 359 0 05 Feb 2018
Face Destylization Fatemeh Shiri Xin-Yao Yu Fatih Porikli Piotr Koniusz CVBM 8 14 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 27 121 0 30 Jan 2018
SRDA: Generating Instance Segmentation Annotation Via Scanning, Reasoning And Domain Adaptation Wenqiang Xu Yong-Lu Li Cewu Lu ISeg 30 2 0 26 Jan 2018
Visual Data Augmentation through Learning Grigorios G. Chrysos Yannis Panagakis S. Zafeiriou 23 1 0 20 Jan 2018
Real-to-Virtual Domain Unification for End-to-End Autonomous Driving Luona Yang Xiaodan Liang Tairui Wang Eric P. Xing 14 56 0 10 Jan 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis W. Chen James Hays GAN 12 305 0 09 Jan 2018
Domain Adaptation Meets Disentangled Representation Learning and Style Transfer Hoang Tran Vu Ching-Chun Huang OOD DRL 14 11 0 25 Dec 2017
Unsupervised Domain Adaptation for 3D Keypoint Estimation via View Consistency Xingyi Zhou Arjun Karpur Chuang Gan Linjie Luo Qi-Xing Huang 3DPC 17 39 0 15 Dec 2017
Domain Adaptation Using Adversarial Learning for Autonomous Navigation Jaeyoon Yoo Yongjun Hong YungKyun Noh Sungroh Yoon 16 7 0 11 Dec 2017
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Kuniaki Saito Kohei Watanabe Yoshitaka Ushiku Tatsuya Harada 8 1,775 0 07 Dec 2017
Stretching Domain Adaptation: How far is too far? Yunhan Zhao Haider Ali René Vidal OOD 15 6 0 06 Dec 2017
Learning Independent Causal Mechanisms Giambattista Parascandolo Niki Kilbertus Mateo Rojas-Carulla Bernhard Schölkopf CML OOD DRL 22 180 0 04 Dec 2017
Taming Adversarial Domain Transfer with Structural Constraints for Image Enhancement E. Vansteenkiste Patrick Kern GAN DiffM 8 2 0 02 Dec 2017
Image to Image Translation for Domain Adaptation Zak Murez Soheil Kolouri D. Kriegman R. Ramamoorthi Kyungnam Kim OOD 6 528 0 01 Dec 2017
Label Efficient Learning of Transferable Representations across Domains and Tasks Zelun Luo Yuliang Zou Judy Hoffman Li Fei-Fei 35 275 0 30 Nov 2017
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yu Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 23 3,909 0 30 Nov 2017
Camera Style Adaptation for Person Re-identification Zhun Zhong Liang Zheng Zhedong Zheng Shaozi Li Yi Yang 14 571 0 28 Nov 2017
Learning to cluster in order to transfer across domains and tasks Yen-Chang Hsu Zhaoyang Lv Z. Kira OOD 24 216 0 28 Nov 2017
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery Zhongzheng Ren Yong Jae Lee SSL OOD 23 212 0 24 Nov 2017
Visual Feature Attribution using Wasserstein GANs Christian F. Baumgartner Lisa M. Koch K. Tezcan Jia Xi Ang E. Konukoglu GAN MedIm 16 145 0 24 Nov 2017
Unsupervised Domain Adaptation with Similarity Learning Pedro H. O. Pinheiro SSL OOD 19 268 0 24 Nov 2017
Adversarial Transfer Learning for Cross-domain Visual Recognition Shanshan Wang Lei Zhang Jingru Fu OOD GAN 16 19 0 24 Nov 2017
Adversarial Feature Augmentation for Unsupervised Domain Adaptation Riccardo Volpi Pietro Morerio Silvio Savarese Vittorio Murino GAN OOD 24 232 0 23 Nov 2017
Bidirectional Conditional Generative Adversarial Networks Ayush Jaiswal Wael AbdAlmageed Yue Wu Premkumar Natarajan GAN 14 36 0 20 Nov 2017
Parameter Reference Loss for Unsupervised Domain Adaptation Jiren Jin R. Calland Takeru Miyato Brian K. Vogel Hideki Nakayama 16 0 0 20 Nov 2017
DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks Orest Kupyn Volodymyr Budzan Mykola Mykhailych Dmytro Mishkin Jirí Matas 3DV 23 1,450 0 19 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 40 901 0 19 Nov 2017
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation S. Sankaranarayanan Yogesh Balaji Arpit Jain Ser Nam Lim Rama Chellappa GAN OOD 22 69 0 19 Nov 2017
Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training Faisal Mahmood Richard J. Chen Nicholas J. Durr OOD MedIm 21 228 0 17 Nov 2017
High-resolution Deep Convolutional Generative Adversarial Networks J. Curtò I. Zarza Fernando De la Torre Irwin King Michael R. Lyu GAN 22 35 0 17 Nov 2017
Separating Style and Content for Generalized Style Transfer Yexun Zhang Ya-Qin Zhang Wenbin Cai Jie Chang 28 172 0 17 Nov 2017
Learning Compositional Visual Concepts with Mutual Consistency Yunye Gong Srikrishna Karanam Ziyan Wu Kuan-Chuan Peng Jan Ernst P. Doerschuk CoGe GAN 26 10 0 16 Nov 2017
Robust Unsupervised Domain Adaptation for Neural Networks via Moment Alignment Werner Zellinger Bernhard A. Moser Thomas Grubinger E. Lughofer T. Natschläger Susanne Saminger-Platz OOD 17 92 0 16 Nov 2017
Improving Consistency and Correctness of Sequence Inpainting using Semantically Guided Generative Adversarial Network A. Lahiri A. Jain P. Biswas Pabitra Mitra GAN 27 10 0 16 Nov 2017
Zero-Annotation Object Detection with Web Knowledge Transfer Qingyi Tao Hao Yang Jianfei Cai ObjD 23 20 0 16 Nov 2017