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"

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Title
Implicit 3D Orientation Learning for 6D Object Detection from RGB Images M. Sundermeyer Zoltán-Csaba Márton M. Durner Manuel Brucker Rudolph Triebel 3DH 3DPC 6 550 0 04 Feb 2019
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation Jongyeong Lee Nontawat Charoenphakdee Seiichi Kuroki Masashi Sugiyama 16 11 0 30 Jan 2019
Decode and Transfer: A New Steganalysis Technique via Conditional Generative Adversarial Networks P. Babaheidarian M. Wallace GAN DiffM 18 2 0 28 Jan 2019
Learning Classifiers for Domain Adaptation, Zero and Few-Shot Recognition Based on Learning Latent Semantic Parts Pengkai Zhu Hanxiao Wang Venkatesh Saligrama VLM 21 10 0 25 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 17 308 0 24 Jan 2019
Adapting Convolutional Neural Networks for Geographical Domain Shift Pavel Ostyakov Sergey I. Nikolenko OOD 21 3 0 18 Jan 2019
Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Hugo Oliveira E. Ferreira J. A. dos Santos MedIm 19 14 0 16 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
Exploring applications of deep reinforcement learning for real-world autonomous driving systems V. Talpaert Ibrahim Sobh Ravi Kiran Patrick Mannion S. Yogamani Ahmad El-Sallab P. Pérez 26 74 0 06 Jan 2019
Contrastive Adaptation Network for Unsupervised Domain Adaptation Guoliang Kang Lu Jiang Yi Yang Alexander G. Hauptmann 14 826 0 04 Jan 2019
Ancient Painting to Natural Image: A New Solution for Painting Processing Tingting Qiao Weijing Zhang Miao Zhang Zixuan Ma Duanqing Xu 14 19 0 02 Jan 2019
DART: Domain-Adversarial Residual-Transfer Networks for Unsupervised Cross-Domain Image Classification Xianghong Fang Haoli Bai Ziyi Guo Bin Shen Guosheng Lin Zenglin Xu OOD 13 41 0 30 Dec 2018
Artistic Object Recognition by Unsupervised Style Adaptation Christopher Thomas Adriana Kovashka 16 20 0 28 Dec 2018
InstaGAN: Instance-aware Image-to-Image Translation Sangwoo Mo Minsu Cho Jinwoo Shin 36 157 0 28 Dec 2018
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Yang Zhang P. David H. Foroosh Boqing Gong SSeg 22 132 0 24 Dec 2018
Disentangling Latent Space for VAE by Label Relevant/Irrelevant Dimensions Zhilin Zheng Li Sun CML CoGe DRL 18 46 0 22 Dec 2018
Sim-to-Real via Sim-to-Sim: Data-efficient Robotic Grasping via Randomized-to-Canonical Adaptation Networks Stephen James Paul Wohlhart Mrinal Kalakrishnan Dmitry Kalashnikov A. Irpan Julian Ibarz Sergey Levine R. Hadsell Konstantinos Bousmalis 46 444 0 18 Dec 2018
Deep Reader: Information extraction from Document images via relation extraction and Natural Language Monika Sharma Rohit Rahul Gunjan Sehgal J. Swati Arindam Chowdhury Monika Sharma L. Vig Gautam M. Shroff A. Srinivasan 24 19 0 11 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
Beyond Domain Adaptation: Unseen Domain Encapsulation via Universal Non-volume Preserving Models Thanh-Dat Truong C. Duong Khoa Luu M. Tran Minh Do OOD 18 5 0 09 Dec 2018
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 43 804 0 06 Dec 2018
ROI-10D: Monocular Lifting of 2D Detection to 6D Pose and Metric Shape Fabian Manhardt Wadim Kehl Adrien Gaidon 3DPC 3DH 33 271 0 06 Dec 2018
Context-Aware Synthesis and Placement of Object Instances Donghoon Lee Sifei Liu Liang Feng Ming Liu Ming-Hsuan Yang Jan Kautz 15 115 0 06 Dec 2018
SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection Eric Tzeng Kaylee Burns Kate Saenko Trevor Darrell ObjD 27 16 0 03 Dec 2018
Domain Alignment with Triplets Weijian Deng Liang Zheng Jianbin Jiao 12 9 0 03 Dec 2018
Deep Learning for Classical Japanese Literature Tarin Clanuwat Mikel Bober-Irizar A. Kitamoto Alex Lamb Kazuaki Yamamoto David R Ha 6 697 0 03 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
Explaining the Ambiguity of Object Detection and 6D Pose From Visual Data Fabian Manhardt Diego Martin Arroyo Christian Rupprecht Benjamin Busam Tolga Birdal Nassir Navab Federico Tombari 18 119 0 01 Dec 2018
Shape-conditioned Image Generation by Learning Latent Appearance Representation from Unpaired Data Yutaro Miyauchi Yusuke Sugano Y. Matsushita GAN 17 4 0 29 Nov 2018
Unsupervised Image-to-Image Translation Using Domain-Specific Variational Information Bound Hadi Kazemi Sobhan Soleymani Fariborz Taherkhani Seyed Mehdi Iranmanesh Nasser M. Nasrabadi 17 36 0 29 Nov 2018
Identity Preserving Generative Adversarial Network for Cross-Domain Person Re-identification Jialun Liu GAN OOD 29 25 0 28 Nov 2018
Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning Tianlin Li Tao Sun Rui Yang Chenglong Li Bin Luo Jin Tang 19 2 0 27 Nov 2018
Deep Bayesian Self-Training Fabio De Sousa Ribeiro Francesco Calivá M. Swainson Kjartan Gudmundsson Georgios Leontidis Stefanos D. Kollias UQCV 16 1 0 26 Nov 2018
Similarity-preserving Image-image Domain Adaptation for Person Re-identification Weijian Deng Liang Zheng QiXiang Ye Yi Yang Jianbin Jiao GAN 9 16 0 26 Nov 2018
Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification Yang Fu Yunchao Wei Guanshuo Wang Xi Zhou Humphrey Shi Thomas Huang 18 4 0 26 Nov 2018
Efficient Video Understanding via Layered Multi Frame-Rate Analysis Ziyao Tang Y. Lu T. Javidi 22 0 0 24 Nov 2018
Fine-grained Classification using Heterogeneous Web Data and Auxiliary Categories Li Niu Ashok Veeraraghavan A. Sabharwal 25 2 0 19 Nov 2018
Guiding the One-to-one Mapping in CycleGAN via Optimal Transport Guansong Lu Zhiming Zhou Yuxuan Song Kan Ren Yong Yu OT 42 29 0 15 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
Scalable Unbalanced Optimal Transport using Generative Adversarial Networks Karren D. Yang Caroline Uhler GAN OT 21 73 0 26 Oct 2018
Generative adversarial networks and adversarial methods in biomedical image analysis J. Wolterink Konstantinos Kamnitsas C. Ledig Ivana Išgum MedIm GAN 30 21 0 24 Oct 2018
Learning color space adaptation from synthetic to real images of cirrus clouds Qing Lyu Minghao Chen Xiang Chen 16 3 0 24 Oct 2018
Unsupervised Domain Adaptation for Learning Eye Gaze from a Million Synthetic Images: An Adversarial Approach A. Lahiri Abhinav Agarwalla P. Biswas OOD GAN 8 5 0 18 Oct 2018
SynSeg-Net: Synthetic Segmentation Without Target Modality Ground Truth Yuankai Huo Zhoubing Xu Hyeonsoo Moon Shunxing Bao A. Assad T. Moyo M. Savona R. Abramson Bennett A. Landman MedIm 40 225 0 15 Oct 2018
Thermal Infrared Colorization via Conditional Generative Adversarial Network Xiaodong Kuang Xiubao Sui Chengwei Liu Yuan Liu Qian Chen G. Gu GAN 27 79 0 12 Oct 2018
Seeing Beyond Appearance - Mapping Real Images into Geometrical Domains for Unsupervised CAD-based Recognition Benjamin Planche Sergey Zakharov Ziyan Wu Andreas Hutter H. Kosch Slobodan Ilic GAN OOD 16 11 0 09 Oct 2018
SPIGAN: Privileged Adversarial Learning from Simulation Kuan-Hui Lee G. Ros Jie Li Adrien Gaidon GAN 33 104 0 09 Oct 2018
CSI-Net: Unified Human Body Characterization and Pose Recognition Fei Wang Jinsong Han Shiyuan Zhang Xuming He Dong Huang CVBM 19 13 0 07 Oct 2018