Learning to Adapt Structured Output Space for Semantic Segmentation

28 February 2018

Ming-Hsuan Yang

Papers citing "Learning to Adapt Structured Output Space for Semantic Segmentation"

50 / 752 papers shown

Title
Don't Worry About the Weather: Unsupervised Condition-Dependent Domain Adaptation Horia Porav Tom Bruls Paul Newman OOD 26 23 0 25 Jul 2019
Self-supervised Domain Adaptation for Computer Vision Tasks Jiaolong Xu Liang Xiao Antonio M. López OOD SSL VLM 16 130 0 25 Jul 2019
Discriminative Consistent Domain Generation for Semi-supervised Learning Jun Chen Heye Zhang Yanping Zhang Shu Zhao R. Mohiaddin T. Wong D. Firmin Guang Yang J. Keegan MedIm 17 11 0 24 Jul 2019
Boundary and Entropy-driven Adversarial Learning for Fundus Image Segmentation Shujun Wang Lequan Yu Kang Li Xin Yang Chi-Wing Fu Pheng-Ann Heng FedML 8 136 0 26 Jun 2019
Cross-view Semantic Segmentation for Sensing Surroundings Bowen Pan Jiankai Sun Ho Yin Tiga Leung A. Andonian Bolei Zhou 15 263 0 09 Jun 2019
Adaptation Across Extreme Variations using Unlabeled Domain Bridges Shuyang Dai Kihyuk Sohn Yi-Hsuan Tsai Lawrence Carin Manmohan Chandraker 8 12 0 05 Jun 2019
Unsupervised Domain Adaptation via Regularized Conditional Alignment Safa Cicek Stefano Soatto OOD 17 118 0 26 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
Weakly-supervised Caricature Face Parsing through Domain Adaptation Wenqing Chu Wei-Chih Hung Yi-Hsuan Tsai Deng Cai Ming-Hsuan Yang 3DH CVBM 14 12 0 13 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
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
Meta-Sim: Learning to Generate Synthetic Datasets Amlan Kar Aayush Prakash Ming-Yu Liu Eric Cameracci Justin Yuan Matt Rusiniak David Acuna Antonio Torralba Sanja Fidler 8 247 0 25 Apr 2019
Bidirectional Learning for Domain Adaptation of Semantic Segmentation Yunsheng Li Lu Yuan Nuno Vasconcelos SSeg 20 623 0 24 Apr 2019
Switchable Whitening for Deep Representation Learning Xingang Pan Xiaohang Zhan Jianping Shi Xiaoou Tang Ping Luo 16 149 0 22 Apr 2019
Active Adversarial Domain Adaptation Jong-Chyi Su Yi-Hsuan Tsai Kihyuk Sohn Buyu Liu Subhransu Maji Manmohan Chandraker 26 136 0 16 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
DADA: Depth-aware Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 3DV 19 190 0 03 Apr 2019
Significance-aware Information Bottleneck for Domain Adaptive Semantic Segmentation Yawei Luo Ping Liu T. Guan Junqing Yu Yi Yang 14 184 0 01 Apr 2019
Fast video object segmentation with Spatio-Temporal GANs Sergi Caelles Albert Pumarola Francesc Moreno-Noguer Alberto Sanfeliu Luc Van Gool VOS 12 6 0 28 Mar 2019
All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation Wei-Lun Chang Hui-Po Wang Wen-Hsiao Peng Wei-Chen Chiu 10 252 0 26 Mar 2019
CODA: Counting Objects via Scale-aware Adversarial Density Adaption Li Wang Yongbo Li Xiangyang Xue 14 39 0 25 Mar 2019
A Cross-Season Correspondence Dataset for Robust Semantic Segmentation Måns Larsson Erik Stenborg Lars Hammarstrand Torsten Sattler Mark Pollefeys Fredrik Kahl 3DPC 13 74 0 16 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
Mix and match networks: cross-modal alignment for zero-pair image-to-image translation Yaxing Wang Luis Herranz Joost van de Weijer 13 4 0 08 Mar 2019
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Qikui Zhu Bo Du Pingkun Yan 28 157 0 21 Feb 2019
Patch-based Output Space Adversarial Learning for Joint Optic Disc and Cup Segmentation Shujun Wang Lequan Yu Xin Yang Chi-Wing Fu Pheng-Ann Heng MedIm 18 220 0 20 Feb 2019
Synergistic Image and Feature Adaptation: Towards Cross-Modality Domain Adaptation for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng-Ann Heng OOD 6 307 0 24 Jan 2019
Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation Christos Sakaridis Dengxin Dai Luc Van Gool 16 20 0 17 Jan 2019
Domain Adaptation for Structured Output via Discriminative Patch Representations Yi-Hsuan Tsai Kihyuk Sohn S. Schulter Manmohan Chandraker OOD 38 319 0 16 Jan 2019
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding Dengxin Dai Christos Sakaridis Simon Hecker Luc Van Gool 29 140 0 05 Jan 2019
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Yang Zhang P. David H. Foroosh Boqing Gong SSeg 22 132 0 24 Dec 2018
A Parametric Top-View Representation of Complex Road Scenes Ziyan Wang Buyu Liu S. Schulter Manmohan Chandraker AI4TS 11 44 0 14 Dec 2018
DLOW: Domain Flow for Adaptation and Generalization R. Gong Wen Li Yuhua Chen Luc Van Gool OOD AI4CE 31 348 0 13 Dec 2018
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach Yuhua Chen Wen Li Xiaoran Chen Luc Van Gool 24 245 0 12 Dec 2018
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 29 804 0 06 Dec 2018
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 37 1,280 0 30 Nov 2018
Weakly Supervised Silhouette-based Semantic Scene Change Detection Ken Sakurada Mikiya Shibuya Weimin Wang 19 59 0 29 Nov 2018
Universal Semi-Supervised Semantic Segmentation Tarun Kalluri G. Varma Manmohan Chandraker C. V. Jawahar 9 96 0 26 Nov 2018
Style Separation and Synthesis via Generative Adversarial Networks Harry Sevi Sheng Tang Yu Li Junbo Guo Yongdong Zhang Jintao Li Shuicheng Yan GAN 23 17 0 07 Nov 2018
Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training Yang Zou Zhiding Yu B. Kumar Jinsong Wang OOD 11 64 0 18 Oct 2018
SPIGAN: Privileged Adversarial Learning from Simulation Kuan-Hui Lee G. Ros Jie Li Adrien Gaidon GAN 22 104 0 09 Oct 2018
Learning To Simulate Nataniel Ruiz S. Schulter Manmohan Chandraker 27 119 0 05 Oct 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
Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation Xinge Zhu Hui Zhou Ceyuan Yang Jianping Shi Dahua Lin 6 104 0 04 Sep 2018
Discriminative out-of-distribution detection for semantic segmentation Petra Bevandić Ivan Kreso Marin Orsic Sinisa Segvic 29 78 0 23 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
Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features Xu Yang Hanwang Zhang Jianfei Cai 42 74 0 01 Aug 2018
Polarimetric Convolutional Network for PolSAR Image Classification Xu Liu L. Jiao Xu Tang Qigong Sun Dan Zhang 28 96 0 09 Jul 2018