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
AlignFlow: Cycle Consistent Learning from Multiple Domains via Normalizing Flows Aditya Grover Christopher Chute Rui Shu Zhangjie Cao Stefano Ermon OOD DRL 11 65 0 30 May 2019
$d$ -SNE: Domain Adaptation using Stochastic Neighborhood Embedding Xiang Xu Xiong Zhou Ragav Venkatesan Gurumurthy Swaminathan Orchid Majumder 12 119 0 29 May 2019
Learning Robust Global Representations by Penalizing Local Predictive Power Haohan Wang Songwei Ge Eric P. Xing Zachary Chase Lipton OOD 19 925 0 29 May 2019
Video-to-Video Translation for Visual Speech Synthesis M. Doukas V. Sharmanska S. Zafeiriou 23 0 0 28 May 2019
Unsupervised Domain Adaptation via Regularized Conditional Alignment Safa Cicek Stefano Soatto OOD 19 118 0 26 May 2019
Learning Smooth Representation for Unsupervised Domain Adaptation Guanyu Cai Lianghua He Mengchu Zhou H. Alhumade D. Hu 27 16 0 26 May 2019
Toward Learning a Unified Many-to-Many Mapping for Diverse Image Translation Wenju Xu Shawn Keshmiri Guanghui Wang GAN 33 53 0 21 May 2019
SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation Daniel Gordon Abhishek Kadian Devi Parikh Judy Hoffman Dhruv Batra 20 76 0 18 May 2019
Diversify and Match: A Domain Adaptive Representation Learning Paradigm for Object Detection Taekyung Kim Minki Jeong Seunghyeon Kim Seokeon Choi Changick Kim 6 301 0 14 May 2019
Domain Adaptive Person Re-Identification via Camera Style Generation and Label Propagation Chuan-Xian Ren Bo-Hua Liang Zhen Lei 14 50 0 14 May 2019
Enforcing Statistical Constraints in Generative Adversarial Networks for Modeling Chaotic Dynamical Systems Jin-Long Wu K. Kashinath A. Albert D. Chirila P. Prabhat Heng Xiao AI4CE 9 132 0 13 May 2019
DotSCN: Group Re-identification via Domain-Transferred Single and Couple Representation Learning Ziling Huang Zheng Wang Chung-Chi Tsai Shiníchi Satoh Chia-Wen Lin 4 3 0 13 May 2019
Virtual Mixup Training for Unsupervised Domain Adaptation Xudong Mao Yun Ma Zhenguo Yang Yangbin Chen Qing Li 30 52 0 10 May 2019
Ship classification from overhead imagery using synthetic data and domain adaptation C. Ward Josh Harguess Cameron Hilton 9 40 0 10 May 2019
Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images Bilel Benjdira Y. Bazi Anis Koubaa K. Ouni 6 187 0 08 May 2019
Spatially Constrained GAN for Face and Fashion Synthesis Songyao Jiang Hongfu Liu Yue Wu Y. Fu 19 2 0 07 May 2019
Few-Shot Unsupervised Image-to-Image Translation Ming-Yu Liu Xun Huang Arun Mallya Tero Karras Timo Aila J. Lehtinen Jan Kautz 11 607 0 05 May 2019
Known-class Aware Self-ensemble for Open Set Domain Adaptation Qing Lian Wen Li Lin Chen Lixin Duan VLM 14 12 0 03 May 2019
DRIT++: Diverse Image-to-Image Translation via Disentangled Representations Hsin-Ying Lee Hung-Yu Tseng Qi Mao Jia-Bin Huang Yu-Ding Lu Maneesh Kumar Singh Ming-Hsuan Yang DRL 23 784 0 02 May 2019
3DFaceGAN: Adversarial Nets for 3D Face Representation, Generation, and Translation Stylianos Moschoglou Stylianos Ploumpis M. Nicolaou A. Papaioannou S. Zafeiriou CVBM 3DH 9 49 0 01 May 2019
Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization Junbao Zhuo Shuhui Wang Shuhao Cui Qingming Huang 22 35 0 18 Apr 2019
Automatic adaptation of object detectors to new domains using self-training Aruni RoyChowdhury Prithvijit Chakrabarty Ashish Singh SouYoung Jin Huaizu Jiang Liangliang Cao Erik Learned-Miller VLM ObjD 17 161 0 15 Apr 2019
Towards Self-similarity Consistency and Feature Discrimination for Unsupervised Domain Adaptation Chao Chen Zhihang Fu Zhihong Chen Zhaowei Cheng Xinyu Jin Xiansheng Hua 17 6 0 13 Apr 2019
ACE: Adapting to Changing Environments for Semantic Segmentation Zuxuan Wu Xin Wang Joseph E. Gonzalez Tom Goldstein L. Davis OOD 11 101 0 12 Apr 2019
Synthetic Examples Improve Generalization for Rare Classes Sara Beery Yang Liu Dan Morris Jim Piavis Ashish Kapoor M. Meister Neel Joshi Pietro Perona 18 94 0 11 Apr 2019
Learning Across Tasks and Domains Pierluigi Zama Ramirez A. Tonioni Samuele Salti Luigi Di Stefano 16 32 0 09 Apr 2019
DeceptionNet: Network-Driven Domain Randomization Sergey Zakharov Wadim Kehl Slobodan Ilic OOD 6 91 0 04 Apr 2019
On Direct Distribution Matching for Adapting Segmentation Networks Georg Pichler Jose Dolz Ismail Ben Ayed Pablo Piantanida OOD 18 3 0 04 Apr 2019
Image Generation From Small Datasets via Batch Statistics Adaptation Atsuhiro Noguchi Tatsuya Harada 26 201 0 03 Apr 2019
Semantics Disentangling for Text-to-Image Generation Guojun Yin Bin Liu Lu Sheng Nenghai Yu Xiaogang Wang Jing Shao 11 178 0 02 Apr 2019
Looking back at Labels: A Class based Domain Adaptation Technique V. Kurmi Vinay P. Namboodiri 27 34 0 02 Apr 2019
Significance-aware Information Bottleneck for Domain Adaptive Semantic Segmentation Yawei Luo Ping Liu T. Guan Junqing Yu Yi Yang 16 184 0 01 Apr 2019
Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks Elnaz Soleimani Ehsan Nazerfard GAN 14 120 0 29 Mar 2019
Small Data Challenges in Big Data Era: A Survey of Recent Progress on Unsupervised and Semi-Supervised Methods Guo-Jun Qi Jiebo Luo SSL 6 238 0 27 Mar 2019
Cluster Alignment with a Teacher for Unsupervised Domain Adaptation Zhijie Deng Yucen Luo Jun Zhu OOD 11 216 0 24 Mar 2019
Few-shot Adaptive Faster R-CNN Tao Wang Xiaopeng Zhang Li-xin Yuan Jiashi Feng ObjD 23 131 0 22 Mar 2019
Domain adaptation for holistic skin detection Aloisio Dourado Frederico Guth Teofilo de Campos Weigang Li 11 13 0 16 Mar 2019
Learning Condensed and Aligned Features for Unsupervised Domain Adaptation Using Label Propagation Jaeyoon Yoo Changhwa Park Yongjun Hong Sungroh Yoon SSL 9 1 0 12 Mar 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 45 183 0 12 Mar 2019
Video Generation from Single Semantic Label Map Junting Pan Chengyu Wang Xu Jia Jing Shao Lu Sheng Junjie Yan Xiaogang Wang VGen 13 104 0 11 Mar 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Chen-Yu Lee Tanmay Batra M. H. Baig Daniel Ulbricht 27 537 0 10 Mar 2019
An Annotation Saved is an Annotation Earned: Using Fully Synthetic Training for Object Instance Detection Stefan Hinterstoißer Olivier Pauly Tim Hauke Heibel Martina Marek M. Bokeloh 16 40 0 26 Feb 2019
TraVeLGAN: Image-to-image Translation by Transformation Vector Learning Matthew Amodio Smita Krishnaswamy GAN 16 108 0 25 Feb 2019
Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach Minyoung Kim Pritish Sahu Behnam Gholami Vladimir Pavlovic OOD 6 45 0 23 Feb 2019
Unsupervised Domain Adaptation using Deep Networks with Cross-Grafted Stacks Jinyong Hou Xuejie Ding Jeremiah D. Deng Stephen Cranefield OOD 24 6 0 17 Feb 2019
Going Deep in Medical Image Analysis: Concepts, Methods, Challenges and Future Directions F. Altaf Syed Mohammed Shamsul Islam Naveed Akhtar N. Janjua OOD 23 200 0 15 Feb 2019
Learning to see across Domains and Modalities Fabio Maria Carlucci 23 0 0 13 Feb 2019
Yes, we GAN: Applying Adversarial Techniques for Autonomous Driving Michal Uřičář P. Krízek David Hurych Ibrahim Sobh S. Yogamani Patrick Denny GAN 22 58 0 09 Feb 2019
Implicit 3D Orientation Learning for 6D Object Detection from RGB Images M. Sundermeyer Zoltán-Csaba Márton M. Durner Manuel Brucker Rudolph Triebel 3DH 3DPC 6 549 0 04 Feb 2019
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation Jongyeong Lee Nontawat Charoenphakdee Seiichi Kuroki Masashi Sugiyama 11 11 0 30 Jan 2019