Geometric Unsupervised Domain Adaptation for Semantic Segmentation

30 March 2021

Vitor Campagnolo Guizilini

Jie Li

Rares Andrei Ambrus

Adrien Gaidon

MDE

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Papers citing "Geometric Unsupervised Domain Adaptation for Semantic Segmentation"

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Title
Instance Adaptive Self-Training for Unsupervised Domain Adaptation Ke Mei Chuang Zhu Jiaqi Zou Shanghang Zhang 71 306 0 27 Aug 2020
Neural Ray Surfaces for Self-Supervised Learning of Depth and Ego-motion Igor Vasiljevic Vitor Campagnolo Guizilini Rares Andrei Ambrus Sudeep Pillai Wolfram Burgard G. Shakhnarovich Adrien Gaidon SSL MDE 50 23 0 15 Aug 2020
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation M.Naseer Subhani Mohsen Ali 46 68 0 28 Jul 2020
Feature-metric Loss for Self-supervised Learning of Depth and Egomotion Chang Shu Kun Yu Zhixiang Duan Kuiyuan Yang SSL MDE 60 232 0 21 Jul 2020
ESL: Entropy-guided Self-supervised Learning for Domain Adaptation in Semantic Segmentation A. Saporta Tuan-Hung Vu Matthieu Cord P. Pérez 38 47 0 15 Jun 2020
FDA: Fourier Domain Adaptation for Semantic Segmentation Yanchao Yang Stefano Soatto OOD 73 891 0 11 Apr 2020
Self-Supervised Monocular Scene Flow Estimation Junhwa Hur Stefan Roth 3DPC MDE 43 101 0 08 Apr 2020
Label-Driven Reconstruction for Domain Adaptation in Semantic Segmentation Jinyu Yang Weizhi An Sheng Wang Xinliang Zhu Chao-chao Yan Junzhou Huang 89 109 0 10 Mar 2020
Semantically-Guided Representation Learning for Self-Supervised Monocular Depth Vitor Campagnolo Guizilini Rui Hou Jie Li Rares Andrei Ambrus Adrien Gaidon SSL MDE 86 229 0 27 Feb 2020
Virtual KITTI 2 Yohann Cabon Naila Murray Martin Humenberger 3DPC 53 282 0 29 Jan 2020
Unsupervised Scene Adaptation with Memory Regularization in vivo Zhedong Zheng Yi Yang CLL 63 117 0 24 Dec 2019
Discriminative Adversarial Domain Adaptation Hui Tang Kui Jia OOD 54 194 0 27 Nov 2019
Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models César Roberto de Souza Adrien Gaidon Yohann Cabon Naila Murray A. Peña 63 14 0 12 Oct 2019
Unsupervised Domain Adaptation through Self-Supervision Yu Sun Eric Tzeng Trevor Darrell Alexei A. Efros OOD SSL 58 238 0 26 Sep 2019
Confidence Regularized Self-Training Yang Zou Zhiding Yu Xiaofeng Liu B. Kumar Jinsong Wang 340 793 0 26 Aug 2019
Self-supervised Domain Adaptation for Computer Vision Tasks Jiaolong Xu Liang Xiao Antonio M. López OOD SSL VLM 43 133 0 25 Jul 2019
From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation Jin Han Lee Myung-Kyu Han D. W. Ko I. Suh 3DV MDE 110 680 0 24 Jul 2019
3D Packing for Self-Supervised Monocular Depth Estimation Vitor Campagnolo Guizilini Rares Andrei Ambrus Sudeep Pillai Allan Raventos Adrien Gaidon SSL 3DPC MDE 69 643 0 06 May 2019
Automatic adaptation of object detectors to new domains using self-training Aruni RoyChowdhury Prithvijit Chakrabarty Ashish Singh SouYoung Jin Huaizu Jiang Liangliang Cao Erik Learned-Miller VLM ObjD 69 162 0 15 Apr 2019
Depth from Videos in the Wild: Unsupervised Monocular Depth Learning from Unknown Cameras A. Gordon Hanhan Li Rico Jonschkowski A. Angelova MDE 61 364 0 10 Apr 2019
DADA: Depth-aware Domain Adaptation in Semantic Segmentation Tuan-Hung Vu Himalaya Jain Max Bucher Matthieu Cord P. Pérez 3DV 72 191 0 03 Apr 2019
Domain Generalization by Solving Jigsaw Puzzles Fabio Maria Carlucci A. DÍnnocente S. Bucci Barbara Caputo Tatiana Tommasi SSL 62 810 0 16 Mar 2019
Domain Adaptation for Structured Output via Discriminative Patch Representations Yi-Hsuan Tsai Kihyuk Sohn S. Schulter Manmohan Chandraker OOD 79 320 0 16 Jan 2019
Learning Semantic Segmentation from Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach Yuhua Chen Wen Li Xiaoran Chen Luc Van Gool 66 248 0 12 Dec 2018
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 74 809 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 123 1,283 0 30 Nov 2018
SPIGAN: Privileged Adversarial Learning from Simulation Kuan-Hui Lee G. Ros Jie Li Adrien Gaidon GAN 53 104 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 57 718 0 25 Sep 2018
Unsupervised Hard Example Mining from Videos for Improved Object Detection SouYoung Jin Aruni RoyChowdhury Huaizu Jiang Ashish Singh Aditya Prasad Deep Chakraborty Erik Learned-Miller ObjD 86 63 0 13 Aug 2018
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation Abhinav Valada Rohit Mohan Wolfram Burgard SSL 51 245 0 11 Aug 2018
Fully Convolutional Adaptation Networks for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSeg OOD 209 351 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 47 263 0 16 Apr 2018
Unsupervised Representation Learning by Predicting Image Rotations Spyros Gidaris Praveer Singh N. Komodakis OOD SSL DRL 219 3,272 0 21 Mar 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 66 2,002 0 10 Feb 2018
Maximum Classifier Discrepancy for Unsupervised Domain Adaptation Kuniaki Saito Kohei Watanabe Yoshitaka Ushiku Tatsuya Harada 90 1,781 0 07 Dec 2017
Adversarial Feature Augmentation for Unsupervised Domain Adaptation Riccardo Volpi Pietro Morerio Silvio Savarese Vittorio Murino GAN OOD 63 232 0 23 Nov 2017
CyCADA: Cycle-Consistent Adversarial Domain Adaptation Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell 132 2,992 0 08 Nov 2017
Adversarial Dropout Regularization Kuniaki Saito Yoshitaka Ushiku Tatsuya Harada Kate Saenko GAN 69 284 0 05 Nov 2017
Augmented Reality Meets Computer Vision : Efficient Data Generation for Urban Driving Scenes Hassan Abu Alhaija Siva Karthik Mustikovela L. Mescheder Andreas Geiger Carsten Rother 3DPC 61 441 0 04 Aug 2017
Unsupervised Learning of Depth and Ego-Motion from Video Tinghui Zhou Matthew A. Brown Noah Snavely D. Lowe MDE 112 2,564 0 25 Apr 2017
Domain Adaptation for Visual Applications: A Comprehensive Survey G. Csurka OOD 61 507 0 17 Feb 2017
Unsupervised Pixel-Level Domain Adaptation with Generative Adversarial Networks Konstantinos Bousmalis N. Silberman David Dohan D. Erhan Dilip Krishnan OOD GAN 146 1,534 0 16 Dec 2016
FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation Judy Hoffman Dequan Wang Feng Yu Trevor Darrell OOD 82 787 0 08 Dec 2016
Full-Resolution Residual Networks for Semantic Segmentation in Street Scenes Tobias Pohlen Alexander Hermans Markus Mathias Bastian Leibe SSeg 78 563 0 24 Nov 2016
Unsupervised Monocular Depth Estimation with Left-Right Consistency Clément Godard Oisin Mac Aodha Gabriel J. Brostow MDE 111 2,875 0 13 Sep 2016
Playing for Data: Ground Truth from Computer Games Stephan R. Richter Vibhav Vineet Stefan Roth V. Koltun VLM 118 2,002 0 07 Aug 2016
Deep Reconstruction-Classification Networks for Unsupervised Domain Adaptation Muhammad Ghifary W. Kleijn Mengjie Zhang David Balduzzi Wen Li 72 863 0 12 Jul 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 209 18,136 0 02 Jun 2016
Bridging Category-level and Instance-level Semantic Image Segmentation Zifeng Wu Chunhua Shen Anton Van Den Hengel ISeg SSeg 112 161 0 23 May 2016
Virtual Worlds as Proxy for Multi-Object Tracking Analysis Adrien Gaidon Qiao Wang Yohann Cabon E. Vig 65 1,069 0 20 May 2016