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
On Learning Invariant Representation for Domain Adaptation Haiying Zhao Rémi Tachet des Combes Kun Zhang Geoffrey J. Gordon OOD 89 157 0 27 Jan 2019
Truly Generalizable Radiograph Segmentation with Conditional Domain Adaptation Hugo Oliveira E. Ferreira J. A. dos Santos MedIm 110 14 0 16 Jan 2019
Domain Adaptation for Structured Output via Discriminative Patch Representations Yi-Hsuan Tsai Kihyuk Sohn S. Schulter Manmohan Chandraker OOD 163 320 0 16 Jan 2019
A review of domain adaptation without target labels Wouter M. Kouw Marco Loog OOD VLM 81 493 0 16 Jan 2019
Contrastive Adaptation Network for Unsupervised Domain Adaptation Guoliang Kang Lu Jiang Yi Yang Alexander G. Hauptmann 200 843 0 04 Jan 2019
A Curriculum Domain Adaptation Approach to the Semantic Segmentation of Urban Scenes Yang Zhang P. David H. Foroosh Boqing Gong SSeg 89 132 0 24 Dec 2018
DLOW: Domain Flow for Adaptation and Generalization R. Gong Wen Li Yuhua Chen Luc Van Gool OOD AI4CE 127 353 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 131 252 0 12 Dec 2018
Multichannel Semantic Segmentation with Unsupervised Domain Adaptation Kohei Watanabe Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada MDE 64 11 0 11 Dec 2018
3D Scene Parsing via Class-Wise Adaptation Daichi Ono Hiroyuki Yabe Tsutomu Horikawa 3DV 3DPC 38 0 0 10 Dec 2018
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 225 824 0 06 Dec 2018
Adversarial Domain Randomization Rawal Khirodkar Kris Kitani 42 5 0 03 Dec 2018
CRAVES: Controlling Robotic Arm with a Vision-based Economic System Yiming Zuo Weichao Qiu Lingxi Xie Fangwei Zhong Yizhou Wang Alan Yuille 73 57 0 03 Dec 2018
ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 223 1,308 0 30 Nov 2018
Phase Collaborative Network for Two-Phase Medical Image Segmentation Huangjie Zheng Lingxi Xie Tianwei Ni Ya Zhang Yanfeng Wang Qi Tian Elliot K. Fishman Alan Yuille MedIm 54 6 0 28 Nov 2018
Universal Semi-Supervised Semantic Segmentation Tarun Kalluri G. Varma Manmohan Chandraker C. V. Jawahar 106 97 0 26 Nov 2018
Adaptive Semantic Segmentation with a Strategic Curriculum of Proxy Labels Pengxiang Cheng Jianwei Feng M. Hebert 80 17 0 08 Nov 2018
Domain Adaptive Segmentation in Volume Electron Microscopy Imaging J. Roels Julian Hennies Yvan Saeys Wilfried Philips Anna Kreshuk 74 42 0 23 Oct 2018
Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training Yang Zou Zhiding Yu B. Kumar Jinsong Wang OOD 77 64 0 18 Oct 2018
Exploiting Semantics in Adversarial Training for Image-Level Domain Adaptation Pierluigi Zama Ramirez A. Tonioni Luigi Di Stefano GAN 86 27 0 13 Oct 2018
SPIGAN: Privileged Adversarial Learning from Simulation Kuan-Hui Lee G. Ros Jie Li Adrien Gaidon GAN 87 105 0 09 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 105 723 0 25 Sep 2018
A Domain Agnostic Normalization Layer for Unsupervised Adversarial Domain Adaptation Rob Romijnders Panagiotis Meletis Gijs Dubbelman AI4CE 67 27 0 14 Sep 2018
Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer Jonathan C. Balloch Varun Agrawal Irfan Essa Sonia Chernova 74 13 0 11 Sep 2018
Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation Xinge Zhu Hui Zhou Ceyuan Yang Jianping Shi Dahua Lin 78 105 0 04 Sep 2018
Dynamic Adaptation on Non-Stationary Visual Domains Sindi Shkodrani M. Hofmann E. Gavves TTA OOD 34 5 0 02 Aug 2018
Leveraging Motion Priors in Videos for Improving Human Segmentation Yu-Ting Chen Wen-Yen Chang Hai Lu Tingfan Wu Min Sun 47 2 0 30 Jul 2018
Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net Xingang Pan Ping Luo Jianping Shi Xiaoou Tang OOD 98 769 0 25 Jul 2018
Domain Stylization: A Strong, Simple Baseline for Synthetic to Real Image Domain Adaptation Aysegül Dündar Ming-Yuan Liu Ting-Chun Wang John Zedlewski Jan Kautz OOD 71 74 0 24 Jul 2018
Effective Use of Synthetic Data for Urban Scene Semantic Segmentation F. Saleh M. S. Aliakbarian Mathieu Salzmann L. Petersson J. Álvarez 62 156 0 16 Jul 2018
Unlimited Road-scene Synthetic Annotation (URSA) Dataset Matt Angus Mohamed ElBalkini S. Khan Ali Harakeh Oles Andrienko Cody Reading Steven Waslander Krzysztof Czarnecki OffRL 63 19 0 16 Jul 2018
Neural Networks Regularization Through Representation Learning Soufiane Belharbi OOD SSL 37 2 0 13 Jul 2018
Recognition in Terra Incognita Sara Beery Grant Van Horn Pietro Perona 107 857 0 13 Jul 2018
Generalizing to Unseen Domains via Adversarial Data Augmentation Riccardo Volpi Hongseok Namkoong Ozan Sener John C. Duchi Vittorio Murino Silvio Savarese OOD 126 789 0 30 May 2018
Open Set Domain Adaptation by Backpropagation Kuniaki Saito Shohei Yamamoto Yoshitaka Ushiku Tatsuya Harada VLM 100 509 0 27 Apr 2018
Fully Convolutional Adaptation Networks for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSeg OOD 238 354 0 23 Apr 2018
DCAN: Dual Channel-wise Alignment Networks for Unsupervised Scene Adaptation Zuxuan Wu Xintong Han Yen-Liang Lin M. Uzunbas Tom Goldstein Ser Nam Lim L. Davis 71 263 0 16 Apr 2018
Unsupervised Correlation Analysis Yedid Hoshen Lior Wolf 60 8 0 01 Apr 2018
Unsupervised Domain Adaptation: from Simulation Engine to the RealWorld Sicheng Zhao Bichen Wu Joseph E. Gonzalez Sanjit A. Seshia Kurt Keutzer OOD 35 5 0 24 Mar 2018
Modeling Camera Effects to Improve Visual Learning from Synthetic Data Alexandra Carlson Katherine A. Skinner Ram Vasudevan Matthew Johnson-Roberson 49 36 0 21 Mar 2018
The ApolloScape Open Dataset for Autonomous Driving and its Application Xinyu Huang Peng Wang Xinjing Cheng Dingfu Zhou Qichuan Geng Ruigang Yang 3DPC 132 572 0 16 Mar 2018
Domain Adaptive Faster R-CNN for Object Detection in the Wild Yuhua Chen Wen Li Daniel Gehrig Dengxin Dai Luc Van Gool OOD ObjD 154 1,311 0 08 Mar 2018
AdaDepth: Unsupervised Content Congruent Adaptation for Depth Estimation Jogendra Nath Kundu P. Uppala Anuj Pahuja R. Venkatesh Babu MDE 89 187 0 05 Mar 2018
Deep Cocktail Network: Multi-source Unsupervised Domain Adaptation with Category Shift Ruijia Xu Ziliang Chen W. Zuo Junjie Yan Liang Lin OOD 113 392 0 02 Mar 2018
Learning to Adapt Structured Output Space for Semantic Segmentation Yi-Hsuan Tsai Wei-Chih Hung S. Schulter Kihyuk Sohn Ming-Hsuan Yang Manmohan Chandraker OOD SSeg 194 1,553 0 28 Feb 2018
Adversarial Learning for Semi-Supervised Semantic Segmentation Wei-Chih Hung Yi-Hsuan Tsai Yan-Ting Liou Yen-Yu Lin Ming-Hsuan Yang GAN SSeg 141 553 0 22 Feb 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 229 2,028 0 10 Feb 2018
Semantic-aware Grad-GAN for Virtual-to-Real Urban Scene Adaption Peilun Li Xiaodan Liang Daoyuan Jia Eric Xing 100 94 0 05 Jan 2018
Domain Adaptation Meets Disentangled Representation Learning and Style Transfer Hoang Tran Vu Ching-Chun Huang OOD DRL 82 11 0 25 Dec 2017
Incremental Adversarial Domain Adaptation for Continually Changing Environments Markus Wulfmeier Alex Bewley Ingmar Posner CLL 72 129 0 20 Dec 2017