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 / 731 papers shown

Title
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
Domain Contrast for Domain Adaptive Object Detection Feng Liu Xiaosong Zhang Fang Wan Xiangyang Ji QiXiang Ye 24 31 0 26 Jun 2020
Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment Jing Wang Jiahong Chen Jianzhe Lin Leonid Sigal C. D. Silva 22 52 0 23 Jun 2020
Unsupervised Sound Separation Using Mixture Invariant Training Scott Wisdom Efthymios Tzinis Hakan Erdogan Ron J. Weiss K. Wilson J. Hershey 16 27 0 23 Jun 2020
BEV-Seg: Bird's Eye View Semantic Segmentation Using Geometry and Semantic Point Cloud Mong H. Ng Kaahan Radia Jianfei Chen Dequan Wang Ionel Gog Joseph E. Gonzalez 24 51 0 19 Jun 2020
RL-CycleGAN: Reinforcement Learning Aware Simulation-To-Real Kanishka Rao Chris Harris A. Irpan Sergey Levine Julian Ibarz Mohi Khansari 32 183 0 16 Jun 2020
Domain Adaptation and Image Classification via Deep Conditional Adaptation Network Pengfei Ge Chuan-Xian Ren D. Dai Hong Yan OOD 14 7 0 14 Jun 2020
Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection Gonzalo Mateo-García Valero Laparra Dan López-Puigdollers L. Gómez-Chova 26 22 0 10 Jun 2020
SharinGAN: Combining Synthetic and Real Data for Unsupervised Geometry Estimation K. Pnvr Hao Zhou David Jacobs GAN 14 50 0 07 Jun 2020
From Real to Synthetic and Back: Synthesizing Training Data for Multi-Person Scene Understanding Igor Kviatkovsky Nadav Bhonker Gérard Medioni 33 3 0 03 Jun 2020
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data Garrett Wilson J. Doppa D. Cook TTA AI4TS AI4CE 19 143 0 22 May 2020
Joint Progressive Knowledge Distillation and Unsupervised Domain Adaptation Le Thanh Nguyen-Meidine Eric Granger M. Kiran Jose Dolz Louis-Antoine Blais-Morin 22 23 0 16 May 2020
Self-Supervised Deep Visual Odometry with Online Adaptation Shunkai Li Xin Wang Yingdian Cao Fei Xue Zike Yan H. Zha TTA 14 71 0 13 May 2020
Target-Independent Domain Adaptation for WBC Classification using Generative Latent Search Prashant Pandey A. Prathosh Vinay Kyatham Deepak Mishra T. R. Dastidar OOD MedIm 31 25 0 11 May 2020
Domain Adaptation for Image Dehazing Yuanjie Shao Lerenhan Li Wenqi Ren Changxin Gao Nong Sang 6 305 0 10 May 2020
Generative Adversarial Networks (GANs Survey): Challenges, Solutions, and Future Directions Divya Saxena Jiannong Cao AAML AI4CE 26 287 0 30 Apr 2020
Single Shot 6D Object Pose Estimation Kilian Kleeberger Marco F. Huber 3DPC 20 37 0 27 Apr 2020
Unsupervised Domain Adaptation with Multiple Domain Discriminators and Adaptive Self-Training Teo Spadotto Marco Toldo Umberto Michieli Pietro Zanuttigh 27 23 0 27 Apr 2020
Explicit Domain Adaptation with Loosely Coupled Samples Oliver Scheel L. Schwarz Nassir Navab Federico Tombari OOD 12 2 0 24 Apr 2020
Moment-Based Domain Adaptation: Learning Bounds and Algorithms Werner Zellinger OOD 23 6 0 22 Apr 2020
Distributed Learning and Inference with Compressed Images Sudeep Katakol Basem Elbarashy Luis Herranz Joost van de Weijer Antonio M. López 14 9 0 22 Apr 2020
Class Distribution Alignment for Adversarial Domain Adaptation Wanqi Yang Tong Ling Chengmei Yang Lei Wang Yinghuan Shi Luping Zhou Ming Yang 19 3 0 20 Apr 2020
AD-Cluster: Augmented Discriminative Clustering for Domain Adaptive Person Re-identification Yunpeng Zhai Shijian Lu QiXiang Ye Xuebo Shan Jie Chen Rongrong Ji Yonghong Tian 15 261 0 19 Apr 2020
TriGAN: Image-to-Image Translation for Multi-Source Domain Adaptation Subhankar Roy Aliaksandr Siarohin E. Sangineto N. Sebe Elisa Ricci GAN 16 14 0 19 Apr 2020
Are You A Risk Taker? Adversarial Learning of Asymmetric Cross-Domain Alignment for Risk Tolerance Prediction Zhe Liu Lina Yao Xianzhi Wang Lei Bai Jake An 27 2 0 18 Apr 2020
RoboTHOR: An Open Simulation-to-Real Embodied AI Platform Matt Deitke Winson Han Alvaro Herrasti Aniruddha Kembhavi Eric Kolve ... Eli VanderBilt Matthew Wallingford Luca Weihs Mark Yatskar Ali Farhadi LM&Ro 40 232 0 14 Apr 2020
Self6D: Self-Supervised Monocular 6D Object Pose Estimation Gu Wang Fabian Manhardt Jianzhun Shao Xiangyang Ji Nassir Navab Federico Tombari SSL MDE 32 134 0 14 Apr 2020
Domain Adaptive Transfer Attack (DATA)-based Segmentation Networks for Building Extraction from Aerial Images Younghwan Na Jun Hee Kim Kyungsu Lee Juhum Park J. Hwang Jihwan P. Choi OOD 11 28 0 11 Apr 2020
Deep Residual Correction Network for Partial Domain Adaptation Shuang Li Chi Harold Liu Qiuxia Lin Qi Wen Limin Su Gao Huang Zhengming Ding 19 145 0 10 Apr 2020
AdaStereo: A Simple and Efficient Approach for Adaptive Stereo Matching Xiao-yang Song Guorun Yang Xinge Zhu Hui Zhou Zhe Wang Jianping Shi 24 68 0 09 Apr 2020
Universal Source-Free Domain Adaptation Jogendra Nath Kundu Naveen Venkat V. RahulM. R. Venkatesh Babu VLM TTA 7 338 0 09 Apr 2020
State of the Art on Neural Rendering A. Tewari Ohad Fried Justus Thies Vincent Sitzmann Stephen Lombardi ... Christian Theobalt Maneesh Agrawala Eli Shechtman Dan B. Goldman Michael Zollhöfer 3DH 3DV 39 466 0 08 Apr 2020
SimAug: Learning Robust Representations from Simulation for Trajectory Prediction Junwei Liang Lu Jiang Alexander G. Hauptmann 36 18 0 04 Apr 2020
Unsupervised Real-world Image Super Resolution via Domain-distance Aware Training Yunxuan Wei Shuhang Gu Yawei Li Longcun Jin 25 123 0 02 Apr 2020
Towards Stable and Comprehensive Domain Alignment: Max-Margin Domain-Adversarial Training Jianfei Yang Han Zou Yuxun Zhou Lihua Xie OOD 24 6 0 30 Mar 2020
When Autonomous Systems Meet Accuracy and Transferability through AI: A Survey Chongzhen Zhang Jianrui Wang Gary G. Yen Chaoqiang Zhao Qiyu Sun Yang Tang Feng Qian Jürgen Kurths AAML 35 20 0 29 Mar 2020
Mutual Learning Network for Multi-Source Domain Adaptation Zhenpeng Li Z. Zhao Yuhong Guo Haifeng Shen Jieping Ye OOD 17 12 0 29 Mar 2020
Cross-domain Detection via Graph-induced Prototype Alignment Minghao Xu Hang Wang Bingbing Ni Qi Tian Wenjun Zhang ObjD OOD 27 238 0 28 Mar 2020
Introducing Pose Consistency and Warp-Alignment for Self-Supervised 6D Object Pose Estimation in Color Images Juil Sock Guillermo Garcia-Hernando Anil Armagan Tae-Kyun Kim 24 5 0 27 Mar 2020
DCDLearn: Multi-order Deep Cross-distance Learning for Vehicle Re-Identification Rixing Zhu Jianwu Fang Hongke Xu Hongkai Yu Jianru Xue 20 7 0 25 Mar 2020
Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation Yangtao Zheng Di Huang Songtao Liu Yunhong Wang ObjD 168 198 0 23 Mar 2020
Unsupervised Latent Space Translation Network Magda Friedjungová Daniel Vasata Tomás Chobola M. Jiřina DRL 6 0 0 20 Mar 2020
Self-Guided Adaptation: Progressive Representation Alignment for Domain Adaptive Object Detection Zongxian Li QiXiang Ye Chong Zhang Jingjing Liu Shijian Lu Yonghong Tian TTA 26 27 0 19 Mar 2020
Domain-Adaptive Few-Shot Learning An Zhao Mingyu Ding Zhiwu Lu Tao Xiang Yulei Niu Jiechao Guan Ji-Rong Wen Ping Luo 28 69 0 19 Mar 2020
Domain Adaptive Ensemble Learning Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD 140 273 0 16 Mar 2020
Adapting Object Detectors with Conditional Domain Normalization Peng Su Kun Wang Xingyu Zeng Shixiang Tang Dapeng Chen Di Qiu Xiaogang Wang 68 84 0 16 Mar 2020
GMM-UNIT: Unsupervised Multi-Domain and Multi-Modal Image-to-Image Translation via Attribute Gaussian Mixture Modeling Yahui Liu Marco De Nadai Jian Yao N. Sebe Bruno Lepri Xavier Alameda-Pineda 19 25 0 15 Mar 2020
Class Conditional Alignment for Partial Domain Adaptation Mohsen Kheirandishfard Fariba Zohrizadeh F. Kamangar 14 1 0 14 Mar 2020
Harmonizing Transferability and Discriminability for Adapting Object Detectors Chaoqi Chen Zebiao Zheng Xinghao Ding Yue Huang Qi Dou 53 270 0 13 Mar 2020