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
Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging Qingjie Meng Jacqueline Matthew V. Zimmer Alberto Gómez D. Lloyd Daniel Rueckert Bernhard Kainz OOD 19 36 0 30 Oct 2020
PyraPose: Feature Pyramids for Fast and Accurate Object Pose Estimation under Domain Shift S. Thalhammer M. Leitner T. Patten Markus Vincze OOD 14 22 0 30 Oct 2020
Towards Fair Knowledge Transfer for Imbalanced Domain Adaptation Taotao Jing Bingrong Xu Jingjing Li Zhengming Ding TTA 24 13 0 23 Oct 2020
Teacher-Student Consistency For Multi-Source Domain Adaptation Ohad Amosy Gal Chechik TTA 16 0 0 20 Oct 2020
Learning Invariant Representations and Risks for Semi-supervised Domain Adaptation Bo-wen Li Yezhen Wang Shanghang Zhang Dongsheng Li Trevor Darrell Kurt Keutzer Han Zhao OOD 14 93 0 09 Oct 2020
3D Object Detection and Pose Estimation of Unseen Objects in Color Images with Local Surface Embeddings Giorgia Pitteri Aurélie Bugeau Slobodan Ilic Vincent Lepetit 3DPC 17 28 0 08 Oct 2020
A Brief Review of Domain Adaptation Abolfazl Farahani Sahar Voghoei Khaled Rasheed H. Arabnia OOD 36 527 0 07 Oct 2020
Integrating Categorical Semantics into Unsupervised Domain Translation Samuel Lavoie-Marchildon Faruk Ahmed Aaron Courville 28 5 0 03 Oct 2020
Joint Contrastive Learning with Infinite Possibilities Qi Cai Yu Wang Yingwei Pan Ting Yao Tao Mei VLM 22 60 0 30 Sep 2020
Unsupervised Model Adaptation for Continual Semantic Segmentation Serban Stan Mohammad Rostami OOD CLL 19 68 0 26 Sep 2020
Deep Adversarial Transition Learning using Cross-Grafted Generative Stacks Jinyong Hou Xuejie Ding Stephen Cranefield Jeremiah D. Deng GAN 33 7 0 25 Sep 2020
Sim-to-Real Transfer in Deep Reinforcement Learning for Robotics: a Survey Wenshuai Zhao Jorge Peña Queralta Tomi Westerlund OffRL 20 711 0 24 Sep 2020
Collaborative Training between Region Proposal Localization and Classification for Domain Adaptive Object Detection Ganlong Zhao Guanbin Li Ruijia Xu Liang Lin ObjD 8 104 0 17 Sep 2020
Unsupervised Domain Adaptation by Uncertain Feature Alignment Tobias Ringwald Rainer Stiefelhagen 8 6 0 14 Sep 2020
Revisiting the Threat Space for Vision-based Keystroke Inference Attacks John Lim True Price Fabian Monrose Jan-Michael Frahm AAML 11 8 0 12 Sep 2020
Conditional Coupled Generative Adversarial Networks for Zero-Shot Domain Adaptation Jinghua Wang Jianmin Jiang GAN 26 35 0 11 Sep 2020
Unsupervised Domain Adaptation For Plant Organ Counting Tewodros Ayalew Jordan R. Ubbens Ian Stavness 21 26 0 02 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Bo-wen Li Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli S. Seshia Kurt Keutzer 39 264 0 01 Sep 2020
Learning to Balance Specificity and Invariance for In and Out of Domain Generalization Prithvijit Chattopadhyay Yogesh Balaji Judy Hoffman OOD 28 204 0 28 Aug 2020
A Flexible Selection Scheme for Minimum-Effort Transfer Learning Amelie Royer Christoph H. Lampert 27 13 0 27 Aug 2020
Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation Taotao Jing Haifeng Xia Zhengming Ding 20 29 0 27 Aug 2020
Learning Target Domain Specific Classifier for Partial Domain Adaptation Chuan-Xian Ren Pengfei Ge Peiyi Yang Shuicheng Yan 115 43 0 25 Aug 2020
Graph Neural Networks for UnsupervisedDomain Adaptation of Histopathological ImageAnalytics Dou Xu Changzhi Cai Chaowei Fang Bin Kong Jihua Zhu Zhongyu Li OOD MedIm 8 0 0 21 Aug 2020
No-reference Screen Content Image Quality Assessment with Unsupervised Domain Adaptation Baoliang Chen Haoliang Li Hongfei Fan Shiqi Wang 22 32 0 19 Aug 2020
Source Free Domain Adaptation with Image Translation Yunzhong Hou Liang Zheng 12 35 0 17 Aug 2020
Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations Navid Alemi Koohbanani Balagopal Unnikrishnan S. Khurram Pavitra Krishnaswamy Nasir M. Rajpoot SSL 22 164 0 12 Aug 2020
Unravelling Small Sample Size Problems in the Deep Learning World Rohit Keshari Soumyadeep Ghosh S. Chhabra Mayank Vatsa Richa Singh 45 33 0 08 Aug 2020
Learning from a Complementary-label Source Domain: Theory and Algorithms Yiyang Zhang Feng Liu Zhen Fang Bo Yuan Guangquan Zhang Jie Lu 28 70 0 04 Aug 2020
Learning Agile Locomotion via Adversarial Training Yujin Tang Jie Tan Tatsuya Harada 28 15 0 03 Aug 2020
Photorealism in Driving Simulations: Blending Generative Adversarial Image Synthesis with Rendering Ekim Yurtsever Dongfang Yang Ibrahim Mert Koc Keith A. Redmill 14 6 0 31 Jul 2020
Contrastive Learning for Unpaired Image-to-Image Translation Taesung Park Alexei A. Efros Richard Y. Zhang Jun-Yan Zhu SSL 36 1,192 0 30 Jul 2020
Rewriting a Deep Generative Model David Bau Steven Liu Tongzhou Wang Jun-Yan Zhu Antonio Torralba GAN DRL 28 136 0 30 Jul 2020
SimPose: Effectively Learning DensePose and Surface Normals of People from Simulated Data Tyler Lixuan Zhu Per Karlsson C. Bregler 3DH 23 30 0 30 Jul 2020
Domain Adaptive Semantic Segmentation Using Weak Labels S. Paul Yi-Hsuan Tsai S. Schulter A. Roy-Chowdhury Manmohan Chandraker 25 90 0 30 Jul 2020
$S^3$ Net: Semantic-Aware Self-supervised Depth Estimation with Monocular Videos and Synthetic Data Bin Cheng Inderjot Singh Saggu Raunak Shah G. Bansal Dinesh Bharadia MDE 23 25 0 28 Jul 2020
Discrepancy Minimization in Domain Generalization with Generative Nearest Neighbors Prashant Pandey Mrigank Raman Sumanth Varambally A. Prathosh 8 1 0 28 Jul 2020
Learning Task-oriented Disentangled Representations for Unsupervised Domain Adaptation Pingyang Dai Peixian Chen Qiong Wu Xiaopeng Hong QiXiang Ye Q. Tian Rongrong Ji OOD 28 0 0 27 Jul 2020
Towards Purely Unsupervised Disentanglement of Appearance and Shape for Person Images Generation Hongtao Yang Tong Zhang Wenbing Huang Xuming He Fatih Porikli 22 4 0 26 Jul 2020
TSIT: A Simple and Versatile Framework for Image-to-Image Translation Liming Jiang Changxu Zhang Mingyang Huang Chunxiao Liu Jianping Shi Chen Change Loy DiffM 174 114 0 23 Jul 2020
Regularizing Deep Networks with Semantic Data Augmentation Yulin Wang Gao Huang Shiji Song Xuran Pan Yitong Xia Cheng Wu 19 155 0 21 Jul 2020
Unsupervised Domain Adaptation in the Absence of Source Data Roshni Sahoo Divya Shanmugam John Guttag OOD 22 18 0 20 Jul 2020
PSIGAN: Joint probabilistic segmentation and image distribution matching for unpaired cross-modality adaptation based MRI segmentation Jue Jiang Yu-chi Hu N. Tyagi A. Rimner N. Lee Joseph O. Deasy S. Berry Harini Veeraraghavan OOD MedIm 16 40 0 18 Jul 2020
Learning to Combine: Knowledge Aggregation for Multi-Source Domain Adaptation Hang Wang Minghao Xu Bingbing Ni Wenjun Zhang 13 105 0 17 Jul 2020
Learning to Match Distributions for Domain Adaptation Chaohui Yu Jindong Wang Chang-Shu Liu Tao Qin Renjun Xu Wenjie Feng Yiqiang Chen Tie-Yan Liu OOD 10 6 0 17 Jul 2020
DACS: Domain Adaptation via Cross-domain Mixed Sampling Wilhelm Tranheden Viktor Olsson Juliano Pinto Lennart Svensson 21 351 0 17 Jul 2020
World-Consistent Video-to-Video Synthesis Arun Mallya Ting-Chun Wang Karan Sapra Xuan Li VGen 22 91 0 16 Jul 2020
Unsupervised Multi-Target Domain Adaptation Through Knowledge Distillation Le Thanh Nguyen-Meidine Atif Bela M. Kiran Jose Dolz Louis-Antoine Blais-Morin Eric Granger 35 82 0 14 Jul 2020
Synthetic-to-Real Domain Adaptation for Lane Detection Noa Garnett Roy Uziel Netalee Efrat Dan Levi 16 18 0 08 Jul 2020
Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation Jiaxing Huang Shijian Lu Dayan Guan Xiaobing Zhang 31 125 0 05 Jul 2020
Adversarial Network with Multiple Classifiers for Open Set Domain Adaptation Tasfia Shermin Guojun Lu S. Teng Manzur Murshed Ferdous Sohel 12 0 0 01 Jul 2020