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Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation

IEEE International Conference on Computer Vision (ICCV), 2021

28 April 2021

Qin Wang

Dengxin Dai

Lukas Hoyer

Luc Van Gool

Olga Fink

OOD

MDE

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Papers citing "Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation"

27 / 77 papers shown

Title
1st Place Solution to NeurIPS 2022 Challenge on Visual Domain Adaptation Daehan Kim Min-seok Seo Youngjin Jeon Dong-Geol Choi OOD 123 1 0 26 Nov 2022
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse ConditionsAAAI Conference on Artificial Intelligence (AAAI), 2022 Mingjiang Li Binhui Xie Shuang Li Chi Harold Liu Xinjing Cheng 149 17 0 22 Nov 2022
ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDABritish Machine Vision Conference (BMVC), 2022 Tingbo Liao Huang-ru Liao Shan Yang Jiemei Yao Li-Yuan Tsao ... Bo Wun Cheng Chen-Hao Chao Chia-Che Chang Yi-Chen Lo Chun-Yi Lee 149 2 0 16 Nov 2022
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic SegmentationACM Multimedia (ACM MM), 2022 Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 176 68 0 14 Nov 2022
Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action DetectionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 Yifan Lu Gurkirt Singh Suman Saha Luc Van Gool TTA 202 3 0 28 Sep 2022
Learning from Future: A Novel Self-Training Framework for Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2022 Ye Du Yujun Shen Haochen Wang Jingjing Fei Wei Li Liwei Wu Rui Zhao Zehua Fu Qingjie Liu 159 35 0 15 Sep 2022
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation Midhun Vayyat Jaswin Kasi Anuraag Bhattacharya Shuaib Ahmed Rahul Tallamraju 184 21 0 27 Aug 2022
Multimodal Across Domains Gaze Target DetectionInternational Conference on Multimodal Interaction (ICMI), 2022 Francesco Tonini Cigdem Beyan Elisa Ricci 3DPC 142 27 0 23 Aug 2022
Threshold-adaptive Unsupervised Focal Loss for Domain Adaptation of Semantic Segmentation Wei Yan Yeqiang Qian Chunxiang Wang Ming Yang 132 22 0 23 Aug 2022
Depth-Assisted ResiDualGAN for Cross-Domain Aerial Images Semantic SegmentationIEEE Geoscience and Remote Sensing Letters (GRSL), 2022 Yang Zhao Peng Guo Han Gao Xiuwan Chen GAN 146 10 0 21 Aug 2022
Bi-directional Contrastive Learning for Domain Adaptive Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Geon Lee Chanho Eom Wonkyung Lee Hyekang Park Bumsub Ham 161 30 0 22 Jul 2022
DecoupleNet: Decoupled Network for Domain Adaptive Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Xin Lai Zhuotao Tian Xiaogang Xu Ying-Cong Chen Shu Liu Hengshuang Zhao Liwei Wang Jiaya Jia 149 51 0 20 Jul 2022
CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Cristiano Saltori Fabio Galasso G. Fiameni Andrii Zadaianchuk Elisa Ricci Fabio Poiesi 3DPC 115 80 0 20 Jul 2022
False Negative Reduction in Semantic Segmentation under Domain Shift using Depth EstimationVISIGRAPP (VISIGRAPP), 2022 Kira Maag Matthias Rottmann 136 3 0 07 Jul 2022
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Lukas Hoyer Dengxin Dai Luc Van Gool 182 277 0 27 Apr 2022
ProCST: Boosting Semantic Segmentation Using Progressive Cyclic Style-Transfer Shahaf Ettedgui Shady Abu Hussein Raja Giryes 144 22 0 25 Apr 2022
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Binhui Xie Shuang Li Mingjiang Li Chi Harold Liu Gao Huang Guoren Wang 128 176 0 19 Apr 2022
Continual Test-Time Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Qin Wang Olga Fink Luc Van Gool Dengxin Dai OOD TTA 201 528 0 25 Mar 2022
Embodied Active Domain Adaptation for Semantic Segmentation via Informative Path PlanningIEEE Robotics and Automation Letters (RA-L), 2022 René Zurbrugg Hermann Blum Cesar Cadena Roland Siegwart L. Schmid SSeg 128 25 0 01 Mar 2022
Learning Multiple Dense Prediction Tasks from Partially Annotated Data Weihong Li Xialei Liu Hakan Bilen 236 47 0 29 Nov 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 191 529 0 29 Nov 2021
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning Binhui Xie Kejia Yin Shuang Li 159 12 0 24 Nov 2021
Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation Guanglei Yang Zhun Zhong Hao Tang M. Ding Andrii Zadaianchuk Elisa Ricci 80 7 0 19 Nov 2021
See Yourself in Others: Attending Multiple Tasks for Own Failure Detection Bo Sun Jiaxu Xing Hermann Blum Roland Siegwart Cesar Cadena 144 12 0 06 Oct 2021
Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth EstimationInternational Journal of Computer Vision (IJCV), 2021 Lukas Hoyer Dengxin Dai Qin Wang Yuhua Chen Luc Van Gool MDE 184 43 0 28 Aug 2021
Category Contrast for Unsupervised Domain Adaptation in Visual TasksComputer Vision and Pattern Recognition (CVPR), 2021 Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu Ling Shao CML 252 141 0 05 Jun 2021
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D imagesApplied Artificial Intelligence (AAI), 2019 Irem Ülkü Erdem Akagündüz SSeg 285 209 0 21 Dec 2019