FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation

8 December 2016

Judy Hoffman

Papers citing "FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation"

50 / 419 papers shown

Title
Class-Conditional Domain Adaptation on Semantic Segmentation Yue Wang Yuke Li J. Elder Runmin Wu Huchuan Lu 35 5 0 27 Nov 2019
Improving land cover segmentation across satellites using domain adaptation Nadir Bengana J. Heikkilä 62 26 0 25 Nov 2019
Unsupervised Domain Adaptation for Object Detection via Cross-Domain Semi-Supervised Learning Fuxun Yu Di Wang Yinpeng Chen Nikolaos Karianakis Tong Shen Pei Yu Dimitrios Lymberopoulos Sidi Lu Weisong Shi Xiang Chen 70 33 0 17 Nov 2019
Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation Qiming Zhang Jing Zhang Wei Liu Dacheng Tao OOD 86 285 0 29 Oct 2019
Multi-source Domain Adaptation for Semantic Segmentation Sicheng Zhao Yue Liu Xiangyu Yue Yang Gu Pengfei Xu Runbo Hu Hua Chai Kurt Keutzer 97 159 0 27 Oct 2019
Progressive Domain Adaptation for Object Detection Han-Kai Hsu Chun-Han Yao Yi-Hsuan Tsai Wei-Chih Hung Hung-Yu Tseng M. Singh Ming-Hsuan Yang ObjD 107 314 0 24 Oct 2019
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation Fabio Pizzati Raoul de Charette Michela Zaccaria Pietro Cerri 120 76 0 23 Oct 2019
MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling Javed Iqbal Mohsen Ali 103 43 0 30 Sep 2019
Domain Adaptation for Semantic Segmentation with Maximum Squares Loss Minghao Chen Hongyang Xue Deng Cai 97 288 0 30 Sep 2019
Synthetic Data for Deep Learning Sergey I. Nikolenko 161 358 0 25 Sep 2019
A Dictionary Approach to Domain-Invariant Learning in Deep Networks Ze Wang Xiuyuan Cheng Guillermo Sapiro Qiang Qiu OOD 28 0 0 25 Sep 2019
Restyling Data: Application to Unsupervised Domain Adaptation V. Gkitsas Antonis Karakottas N. Zioulis D. Zarpalas P. Daras 32 2 0 24 Sep 2019
Domain Randomization and Pyramid Consistency: Simulation-to-Real Generalization without Accessing Target Domain Data Xiangyu Yue Yang Zhang Sicheng Zhao Alberto L. Sangiovanni-Vincentelli Kurt Keutzer Boqing Gong OOD 125 391 0 02 Sep 2019
Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation Umberto Michieli Matteo Biasetton Gianluca Agresti Pietro Zanuttigh GAN 81 58 0 02 Sep 2019
Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation Jaehoon Choi Taekyung Kim Changick Kim 79 244 0 02 Sep 2019
Revisiting CycleGAN for semi-supervised segmentation A. Mondal Aniket Agarwal Jose Dolz Christian Desrosiers GAN 51 33 0 30 Aug 2019
Constructing Self-motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach Qing Lian Fengmao Lv Lixin Duan Boqing Gong SSeg 91 226 0 26 Aug 2019
Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation Jiahua Dong Yang Cong Gan Sun Dongdong Hou MedIm 71 48 0 21 Aug 2019
Fine-Grained Segmentation Networks: Self-Supervised Segmentation for Improved Long-Term Visual Localization Maans Larsson Erik Stenborg Carl Toft Lars Hammarstrand Torsten Sattler Fredrik Kahl SSeg 115 69 0 18 Aug 2019
UM-Adapt: Unsupervised Multi-Task Adaptation Using Adversarial Cross-Task Distillation Jogendra Nath Kundu Nishank Lakkakula R. Venkatesh Babu 74 59 0 11 Aug 2019
Pseudo-Labeling Curriculum for Unsupervised Domain Adaptation Jaehoon Choi Minki Jeong Taekyung Kim Changick Kim 83 95 0 01 Aug 2019
ColorMapGAN: Unsupervised Domain Adaptation for Semantic Segmentation Using Color Mapping Generative Adversarial Networks O. Tasar S. Happy Y. Tarabalka Pierre Alliez GAN 76 113 0 30 Jul 2019
Regularizing Proxies with Multi-Adversarial Training for Unsupervised Domain-Adaptive Semantic Segmentation T. Shen Dong Gong Wei Zhang Chunhua Shen Tao Mei GAN 82 18 0 29 Jul 2019
Self-supervised Domain Adaptation for Computer Vision Tasks Jiaolong Xu Liang Xiao Antonio M. López OOD SSL VLM 100 134 0 25 Jul 2019
How much real data do we actually need: Analyzing object detection performance using synthetic and real data F. Nowruzi Prince Kapoor Dhanvin Kolhatkar Fahed Al Hassanat R. Laganière Julien Rebut 76 78 0 16 Jul 2019
Blending-target Domain Adaptation by Adversarial Meta-Adaptation Networks Ziliang Chen Jingyu Zhuang Xiaodan Liang Liang Lin OOD 104 84 0 08 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 84 139 0 26 Jun 2019
Adaptation Across Extreme Variations using Unlabeled Domain Bridges Shuyang Dai Kihyuk Sohn Yi-Hsuan Tsai Lawrence Carin Manmohan Chandraker 76 12 0 05 Jun 2019
Unsupervised Classification of Street Architectures Based on InfoGAN Ning-Hsu Wang Xianhan Zeng Renjie Xie Zefei Gao Yi Zheng Ziran Liao Junyan Yang Qiao Wang GAN 63 4 0 30 May 2019
Unsupervised Domain Adaptation via Regularized Conditional Alignment Safa Cicek Stefano Soatto OOD 132 118 0 26 May 2019
SplitNet: Sim2Sim and Task2Task Transfer for Embodied Visual Navigation Daniel Gordon Abhishek Kadian Devi Parikh Judy Hoffman Dhruv Batra 90 75 0 18 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 43 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 45 193 0 08 May 2019
Spatially Constrained GAN for Face and Fashion Synthesis Songyao Jiang Hongfu Liu Yue Wu Y. Fu 86 2 0 07 May 2019
Exploring Object Relation in Mean Teacher for Cross-Domain Detection Qi Cai Yingwei Pan Chong-Wah Ngo Xinmei Tian Ling-yu Duan Ting Yao ViT OOD 131 309 0 25 Apr 2019
Bidirectional Learning for Domain Adaptation of Semantic Segmentation Yunsheng Li Lu Yuan Nuno Vasconcelos SSeg 125 634 0 24 Apr 2019
Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes Qi. Wang Junyu Gao Xuelong Li 95 193 0 19 Apr 2019
Active Adversarial Domain Adaptation Jong-Chyi Su Yi-Hsuan Tsai Kihyuk Sohn Buyu Liu Subhransu Maji Manmohan Chandraker 77 140 0 16 Apr 2019
ACE: Adapting to Changing Environments for Semantic Segmentation Zuxuan Wu Xin Wang Joseph E. Gonzalez Tom Goldstein L. Davis OOD 79 103 0 12 Apr 2019
Learning Across Tasks and Domains Pierluigi Zama Ramirez A. Tonioni Samuele Salti Luigi Di Stefano 73 32 0 09 Apr 2019
DeceptionNet: Network-Driven Domain Randomization Sergey Zakharov Wadim Kehl Slobodan Ilic OOD 101 93 0 04 Apr 2019
On Direct Distribution Matching for Adapting Segmentation Networks Georg Pichler Jose Dolz Ismail Ben Ayed Pablo Piantanida OOD 75 3 0 04 Apr 2019
A Robust Learning Approach to Domain Adaptive Object Detection Mehran Khodabandeh Arash Vahdat Mani Ranjbar W. Macready ObjD OOD TTA 83 247 0 04 Apr 2019
DADA: Depth-aware Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 3DV 79 193 0 03 Apr 2019
Significance-aware Information Bottleneck for Domain Adaptive Semantic Segmentation Yawei Luo Ping Liu T. Guan Junqing Yu Yi Yang 81 186 0 01 Apr 2019
What Synthesis is Missing: Depth Adaptation Integrated with Weak Supervision for Indoor Scene Parsing Keng-Chi Liu Yi-Ting Shen Jan P. Klopp Liang-Gee Chen 40 6 0 23 Mar 2019
A Cross-Season Correspondence Dataset for Robust Semantic Segmentation Måns Larsson Erik Stenborg Lars Hammarstrand Torsten Sattler Mark Pollefeys Fredrik Kahl 3DPC 61 74 0 16 Mar 2019
Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation Chen-Yu Lee Tanmay Batra M. H. Baig Daniel Ulbricht 207 543 0 10 Mar 2019
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Qikui Zhu Bo Du Pingkun Yan 83 160 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 69 223 0 20 Feb 2019