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"

29 / 729 papers shown

Title
How Generative Adversarial Networks and Their Variants Work: An Overview Yongjun Hong Uiwon Hwang Jaeyoon Yoo Sungroh Yoon GAN 33 152 0 16 Nov 2017
XGAN: Unsupervised Image-to-Image Translation for Many-to-Many Mappings Amelie Royer Konstantinos Bousmalis Stephan Gouws Fred Bertsch Inbar Mosseri Forrester Cole Kevin Patrick Murphy GAN 23 142 0 14 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 68 2,974 0 08 Nov 2017
On Pre-Trained Image Features and Synthetic Images for Deep Learning Stefan Hinterstoißer Vincent Lepetit Paul Wohlhart K. Konolige VLM ObjD 11 229 0 29 Oct 2017
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 30 2,971 0 19 Oct 2017
GP-GAN: Gender Preserving GAN for Synthesizing Faces from Landmarks Xing Di Vishwanath A. Sindagi Vishal M. Patel CVBM GAN 30 46 0 03 Oct 2017
Using Simulation and Domain Adaptation to Improve Efficiency of Deep Robotic Grasping Konstantinos Bousmalis A. Irpan Paul Wohlhart Yunfei Bai Matthew Kelcey ... Julian Ibarz P. Pastor K. Konolige Sergey Levine Vincent Vanhoucke OOD 25 651 0 22 Sep 2017
Associative Domain Adaptation Philip Häusser Thomas Frerix A. Mordvintsev Daniel Cremers BDL 13 243 0 02 Aug 2017
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes Yang Zhang P. David Boqing Gong SSeg 11 321 0 29 Jul 2017
Stable Distribution Alignment Using the Dual of the Adversarial Distance Ben Usman Kate Saenko Brian Kulis 11 3 0 13 Jul 2017
Imitation from Observation: Learning to Imitate Behaviors from Raw Video via Context Translation YuXuan Liu Abhishek Gupta Pieter Abbeel Sergey Levine 19 374 0 11 Jul 2017
Zero-Shot Deep Domain Adaptation Kuan-Chuan Peng Ziyan Wu Jan Ernst VLM 19 87 0 06 Jul 2017
Appearance invariance in convolutional networks with neighborhood similarity Tolga Tasdizen Mehdi S. M. Sajjadi Mehran Javanmardi Nisha Ramesh 14 0 0 03 Jul 2017
One-Sided Unsupervised Domain Mapping Sagie Benaim Lior Wolf 15 312 0 02 Jun 2017
Multi-Level Variational Autoencoder: Learning Disentangled Representations from Grouped Observations Diane Bouchacourt Ryota Tomioka Sebastian Nowozin BDL OOD DRL 16 309 0 24 May 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 27 46 0 11 May 2017
Detach and Adapt: Learning Cross-Domain Disentangled Deep Representation Yen-Cheng Liu Yu-Ying Yeh Tzu-Chien Fu Sheng-De Wang Wei-Chen Chiu Y. Wang DRL OOD 27 10 0 03 May 2017
Towards Large-Pose Face Frontalization in the Wild Xi Yin Xiang Yu Kihyuk Sohn Xiaoming Liu Manmohan Chandraker CVBM 3DH 16 316 0 20 Apr 2017
MAGAN: Margin Adaptation for Generative Adversarial Networks Ruohan Wang Antoine Cully H. Chang Y. Demiris GAN 17 64 0 12 Apr 2017
Generate To Adapt: Aligning Domains using Generative Adversarial Networks S. Sankaranarayanan Yogesh Balaji Carlos D. Castillo Rama Chellappa GAN OOD 15 648 0 06 Apr 2017
(DE)^2 CO: Deep Depth Colorization Fabio Maria Carlucci Paolo Russo Barbara Caputo 11 37 0 31 Mar 2017
Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks Jun-Yan Zhu Taesung Park Phillip Isola Alexei A. Efros GAN 61 5,553 0 30 Mar 2017
Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization Xun Huang Serge J. Belongie OOD 13 4,300 0 20 Mar 2017
Addressing Appearance Change in Outdoor Robotics with Adversarial Domain Adaptation Markus Wulfmeier Alex Bewley Ingmar Posner 8 81 0 04 Mar 2017
DepthSynth: Real-Time Realistic Synthetic Data Generation from CAD Models for 2.5D Recognition Benjamin Planche Ziyan Wu Kai Ma Shanhui Sun Stefan Kluckner Terrence Chen Andreas Hutter Sergey Zakharov H. Kosch Jan Ernst 3DV 19 66 0 27 Feb 2017
Revealing Hidden Potentials of the q-Space Signal in Breast Cancer Paul F. Jaeger S. Bickelhaupt F. Laun W. Lederer Daniel Heidi ... A. Radbruch S. Delorme H. Schlemmer F. Steudle Klaus H. Maier-Hein MedIm 16 10 0 27 Feb 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 19 503 0 17 Feb 2017
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 238 3,190 0 30 Oct 2016
Adapting Models to Signal Degradation using Distillation Jong-Chyi Su Subhransu Maji 19 31 0 01 Apr 2016