Papers citing 'Self-supervised Augmentation Consistency for Adapting Semantic Segmentation'

Title
Threshold-adaptive Unsupervised Focal Loss for Domain Adaptation of Semantic Segmentation Wei Yan Yeqiang Qian Chunxiang Wang Ming Yang 156 22 0 23 Aug 2022
Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic SegmentationACM Multimedia (ACM MM), 2022 Junjie Li Zilei Wang Yuan Gao Xiaoming Hu 202 19 0 12 Aug 2022
Domain-invariant Prototypes for Semantic Segmentation Zhengeng Yang Hongshan Yu Wei Sun Li Cheng Lin Wang 218 6 0 12 Aug 2022
Semantic Self-adaptation: Enhancing Generalization with a Single Sample Sherwin Bahmani Oliver Hahn Eduard Zamfir Nikita Araslanov Zorah Lähner Stefan Roth OOD TTA VLM 236 10 0 10 Aug 2022
Cluster-to-adapt: Few Shot Domain Adaptation for Semantic Segmentation across Disjoint Labels Tarun Kalluri Manmohan Chandraker VLM 123 14 0 04 Aug 2022
ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Fei Pan S. Hur Seokju Lee Junsik Kim In So Kweon 234 12 0 19 Jul 2022
Prototypical Contrast Adaptation for Domain Adaptive Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Zhengkai Jiang Yuxi Li Ceyuan Yang Shiyang Feng Yabiao Wang Ying Tai Chengjie Wang 220 106 0 14 Jul 2022
Domain Adaptive Video Segmentation via Temporal Pseudo SupervisionEuropean Conference on Computer Vision (ECCV), 2022 Yun Xing Dayan Guan Jiaxing Huang Shijian Lu VOS 174 20 0 06 Jul 2022
UniDAformer: Unified Domain Adaptive Panoptic Segmentation Transformer via Hierarchical Mask CalibrationComputer Vision and Pattern Recognition (CVPR), 2022 Jingyi Zhang Jiaxing Huang Xiaoqin Zhang Shijian Lu 231 9 0 30 Jun 2022
Crowd Localization from Gaussian Mixture Scoped Knowledge and Scoped TeacherIEEE Transactions on Image Processing (IEEE TIP), 2022 Juncheng Wang Junyuan Gao Yuan. Yuan Qi. Wang 249 21 0 12 Jun 2022
Physics and semantic informed multi-sensor calibration via optimization theory and self-supervised learningScientific Reports (Sci Rep), 2022 S. Hayoun M. Halachmi Doron Serebro K. Twizer E. Medezinski L. Korkidi Moshik Cohen Itai Orr 137 5 0 06 Jun 2022
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Lukas Hoyer Dengxin Dai Luc Van Gool 198 286 0 27 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 128 179 0 19 Apr 2022
Unsupervised Contrastive Domain Adaptation for Semantic Segmentation Feihu Zhang V. Koltun Juil Sock René Ranftl Stephan R. Richter 132 6 0 18 Apr 2022
DODA: Data-oriented Sim-to-Real Domain Adaptation for 3D Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Runyu Ding Jihan Yang Li Jiang Xiaojuan Qi 3DPC 179 21 0 04 Apr 2022
Unbiased Subclass Regularization for Semi-Supervised Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Dayan Guan Jiaxing Huang Aoran Xiao Shijian Lu 292 50 0 18 Mar 2022
Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Ruihuang Li Shuai Li Chenhang He Yabin Zhang Xu Jia Lei Zhang 144 98 0 18 Mar 2022
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation Runfa Chen Yu Rong Shangmin Guo Jiaqi Han Gang Hua Qifeng Bai Wenbing Huang ViT 110 25 0 15 Mar 2022
Panoptic segmentation with highly imbalanced semantic labels J. L. Rumberger Elias Baumann Peter Hirsch Andrew Janowczyk Inti Zlobec Dagmar Kainmueller 256 11 0 03 Mar 2022
DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment P. Shyam Antyanta Bangunharcana Kuk-Jin Yoon Kyung-soo Kim 201 6 0 26 Feb 2022
Unsupervised Domain Adaptation for Semantic Image Segmentation: a Comprehensive Survey G. Csurka Riccardo Volpi Boris Chidlovskii OOD VLM 3DV 206 43 0 06 Dec 2021
Unsupervised Adaptation of Semantic Segmentation Models without Source Data S. Paul Ansh Khurana Gaurav Aggarwal OOD 267 7 0 04 Dec 2021
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding Xianzheng Ma Zhixiang Wang Yacheng Zhan Yinqiang Zheng Zheng Wang Dengxin Dai Chia-Wen Lin 207 64 0 01 Dec 2021
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Lingdong Kong N. Quader Venice Erin Liong 307 57 0 30 Nov 2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE 276 545 0 29 Nov 2021
UDA-COPE: Unsupervised Domain Adaptation for Category-level Object Pose Estimation Taeyeop Lee Byeong-uk Lee Inkyu Shin Jaesung Choe Ukcheol Shin In So Kweon Kuk-Jin Yoon 182 40 0 24 Nov 2021
Dense Unsupervised Learning for Video SegmentationNeural Information Processing Systems (NeurIPS), 2021 Nikita Araslanov Simone Schaub-Meyer Stefan Roth VOS 129 34 0 11 Nov 2021
Probabilistic Contrastive Learning for Domain AdaptationInternational Joint Conference on Artificial Intelligence (IJCAI), 2021 Junjie Li Yixin Zhang Zilei Wang Saihui Hou Keyu Tu Man Zhang 569 18 0 11 Nov 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 200 44 0 28 Aug 2021
Context-Aware Mixup for Domain Adaptive Semantic Segmentation Qianyu Zhou Zhengyang Feng Qiqi Gu Jiangmiao Pang Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma 286 146 0 08 Aug 2021
Self-Adversarial Disentangling for Specific Domain AdaptationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Qianyu Zhou Qiqi Gu Jiangmiao Pang Xuequan Lu Lizhuang Ma 287 55 0 08 Aug 2021
AUGCO: Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation Viraj Prabhu Shivam Khare Deeksha Kartik Judy Hoffman TTA 151 21 0 21 Jul 2021
Spectral Unsupervised Domain Adaptation for Visual RecognitionComputer Vision and Pattern Recognition (CVPR), 2021 Jingyi Zhang Jiaxing Huang Zichen Tian Shijian Lu 276 77 0 11 Jun 2021