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
A Practical Approach to Insertion with Variable Socket Position Using Deep Reinforcement Learning Mel Vecerík Oleg O. Sushkov David Barker Thomas Rothörl Todd Hester Jonathan Scholz 17 110 0 02 Oct 2018
Pixel and Feature Level Based Domain Adaption for Object Detection in Autonomous Driving Yuhu Shan W. Lu C. Chew 11 92 0 30 Sep 2018
Domain Generalization with Domain-Specific Aggregation Modules A. DÍnnocente Barbara Caputo OOD 14 136 0 28 Sep 2018
Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation Yawei Luo Liang Zheng T. Guan Junqing Yu Yi Yang OOD 11 716 0 25 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 11 616 0 22 Sep 2018
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation Rob Romijnders Panagiotis Meletis Gijs Dubbelman AI4CE 18 27 0 14 Sep 2018
Improved Techniques for Adversarial Discriminative Domain Adaptation Aaron Chadha Y. Andreopoulos 10 48 0 10 Sep 2018
Recent Advances in Object Detection in the Age of Deep Convolutional Neural Networks Shivang Agarwal Jean Ogier du Terrail F. Jurie ObjD 18 122 0 10 Sep 2018
Escaping from Collapsing Modes in a Constrained Space Chia-Che Chang Chieh Hubert Lin Che-Rung Lee Da-Cheng Juan Wei Wei Hwann-Tzong Chen GAN 6 19 0 22 Aug 2018
Video-to-Video Synthesis Ting-Chun Wang Ming-Yu Liu Jun-Yan Zhu Guilin Liu Andrew Tao Jan Kautz Bryan Catanzaro GAN VGen 13 985 0 20 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 26 71 0 14 Aug 2018
Diverse Image-to-Image Translation via Disentangled Representations Hsin-Ying Lee Hung-Yu Tseng Jia-Bin Huang M. Singh Ming Yang DRL 8 903 0 02 Aug 2018
Dynamic Adaptation on Non-Stationary Visual Domains Sindi Shkodrani M. Hofmann E. Gavves TTA OOD 9 5 0 02 Aug 2018
Deep Appearance Models for Face Rendering Stephen Lombardi Jason M. Saragih Tomas Simon Yaser Sheikh CVBM 3DH 13 280 0 01 Aug 2018
Deep Leaf Segmentation Using Synthetic Data Daniel Ward Peyman Moghadam N. Hudson 19 108 0 28 Jul 2018
How good is my GAN? K. Shmelkov Cordelia Schmid Alahari Karteek GAN EGVM 10 345 0 25 Jul 2018
Sem-GAN: Semantically-Consistent Image-to-Image Translation A. Cherian Alan Sullivan 11 76 0 12 Jul 2018
Zero-shot Domain Adaptation without Domain Semantic Descriptors Atsutoshi Kumagai Tomoharu Iwata VLM 23 13 0 09 Jul 2018
M-ADDA: Unsupervised Domain Adaptation with Deep Metric Learning I. Laradji Reza Babanezhad 13 40 0 06 Jul 2018
Discovery of Latent 3D Keypoints via End-to-end Geometric Reasoning Supasorn Suwajanakorn Noah Snavely Jonathan Tompson Mohammad Norouzi 3DPC 3DV 16 246 0 05 Jul 2018
Learning to Drive in a Day Alex Kendall Jeffrey Hawke David Janz Przemyslaw Mazur Daniele Reda John M. Allen Vinh-Dieu Lam Alex Bewley Amar Shah 19 639 0 01 Jul 2018
Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation Ehsan Hosseini-Asl Yingbo Zhou Caiming Xiong R. Socher 20 12 0 01 Jul 2018
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation Xingchao Peng Ben Usman Kuniaki Saito Neela Kaushik Judy Hoffman Kate Saenko 12 75 0 26 Jun 2018
Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention Chao Yang Taehwan Kim Ruizhe Wang Hao Peng C.-C. Jay Kuo 23 51 0 16 Jun 2018
What Is It Like Down There? Generating Dense Ground-Level Views and Image Features From Overhead Imagery Using Conditional Generative Adversarial Networks XueQing Deng Yi Zhu Shawn D. Newsam GAN 22 27 0 13 Jun 2018
A Unified Framework for Generalizable Style Transfer: Style and Content Separation Yexun Zhang Ya-Qin Zhang Wenbin Cai 24 40 0 13 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 11 206 0 11 Jun 2018
Factorized Adversarial Networks for Unsupervised Domain Adaptation Jian Ren Jianchao Yang N. Xu D. Foran OOD 12 4 0 04 Jun 2018
Semantic-Aware Generative Adversarial Nets for Unsupervised Domain Adaptation in Chest X-ray Segmentation Cheng Chen Qi Dou Hao Chen Pheng-Ann Heng OOD GAN MedIm 14 160 0 02 Jun 2018
Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation Shani Gamrian Yoav Goldberg 24 104 0 31 May 2018
Image-to-image translation for cross-domain disentanglement Abel Gonzalez-Garcia Joost van de Weijer Yoshua Bengio DRL 25 239 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 24 35 0 21 May 2018
Generative Creativity: Adversarial Learning for Bionic Design Simiao Yu Hao Dong Pan Wang Chao Wu Yike Guo GAN 22 7 0 19 May 2018
Visual Representations for Semantic Target Driven Navigation Arsalan Mousavian Alexander Toshev Marek Fiser Jana Kosecka Ayzaan Wahid James Davidson 8 200 0 15 May 2018
Multi-view Common Component Discriminant Analysis for Cross-view Classification Xinge You Jiamiao Xu Wei Yuan Xiaoyuan Jing Dacheng Tao Taiping Zhang 13 60 0 14 May 2018
Exploiting Images for Video Recognition with Hierarchical Generative Adversarial Networks Feiwu Yu Xinxiao Wu Yuchao Sun Lixin Duan GAN 16 13 0 11 May 2018
Boosting Domain Adaptation by Discovering Latent Domains Massimiliano Mancini Lorenzo Porzi Samuel Rota Buló Barbara Caputo Elisa Ricci OOD 136 154 0 03 May 2018
Unsupervised Cross-Modality Domain Adaptation of ConvNets for Biomedical Image Segmentations with Adversarial Loss Qi Dou C. Ouyang Cheng Chen Hao Chen Pheng-Ann Heng MedIm 6 294 0 29 Apr 2018
CRAFT: Complementary Recommendations Using Adversarial Feature Transformer C. P. Huynh A. Ciptadi A. Tyagi Amit Agrawal ViT 16 12 0 29 Apr 2018
Open Set Domain Adaptation by Backpropagation Kuniaki Saito Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VLM 13 499 0 27 Apr 2018
Unsupervised Domain Adaptation with Adversarial Residual Transform Networks Guanyu Cai Yuqin Wang Mengchu Zhou Lianghua He GAN 11 87 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 17 23 0 24 Apr 2018
Delete, Retrieve, Generate: A Simple Approach to Sentiment and Style Transfer Juncen Li Robin Jia He He Percy Liang 34 547 0 17 Apr 2018
Cross-Domain Adversarial Auto-Encoder Haodi Hou Jing Huo Yang Gao OOD 6 5 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 22 263 0 16 Apr 2018
Multimodal Unsupervised Image-to-Image Translation Xun Huang Ming-Yu Liu Serge J. Belongie Jan Kautz 37 2,473 0 12 Apr 2018
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model Baris Gecer Binod Bhattarai J. Kittler Tae-Kyun Kim CVBM GAN 18 65 0 10 Apr 2018
Unsupervised Correlation Analysis Yedid Hoshen Lior Wolf 17 7 0 01 Apr 2018
Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation Naoto Inoue Ryosuke Furuta T. Yamasaki Kiyoharu Aizawa ObjD 25 524 0 30 Mar 2018
Importance Weighted Adversarial Nets for Partial Domain Adaptation Jing Zhang Zewei Ding W. Li P. Ogunbona 6 417 0 25 Mar 2018