Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation

19 March 2024

Xueye Zheng

Pengyuan Zhou

Athanasios V. Vasilakos

Lin Wang

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Papers citing "Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation"

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Title
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization Xu Zheng Yuanhuiyi Lyu Lutao Jiang Danda Pani Paudel Luc Van Gool Xuming Hu 21 0 0 10 May 2025
Split Matching for Inductive Zero-shot Semantic Segmentation Jialei Chen Xu Zheng Dongyue Li Chong Yi Seigo Ito D. Paudel Luc Van Gool Hiroshi Murase Daisuke Deguchi VLM 50 0 0 08 May 2025
Panoramic Out-of-Distribution Segmentation Mengfei Duan Kailun Yang Y. Zhang Yihong Cao Fei Teng Kai Luo Jiaming Zhang Zhiyong Li Shutao Li 47 0 0 06 May 2025
HumanoidPano: Hybrid Spherical Panoramic-LiDAR Cross-Modal Perception for Humanoid Robots Qiang Zhang Zhang Zhang Wei Cui Jingkai Sun Jiahang Cao ... Hao-Ran Cheng Yujie Chen L. Wang Jian Tang Renjing Xu 46 3 0 12 Mar 2025
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation Ding Zhong Xu Zheng Chenfei Liao Yuanhuiyi Lyu Jialei Chen Shengyang Wu Linfeng Zhang Xuming Hu VLM 53 3 0 10 Mar 2025
Omnidirectional Multi-Object Tracking Kai Luo Hao-miao Shi Sheng Wu Fei Teng Mengfei Duan Chang Huang Y. Wang Kaiwei Wang Kailun Yang 36 0 0 06 Mar 2025
Multi-source Domain Adaptation for Panoramic Semantic Segmentation Jing Jiang Sicheng Zhao Jiankun Zhu Wenbo Tang Zhaopan Xu Jidong Yang Guoping Liu Tengfei Xing Pengfei Xu H. Yao 34 2 0 08 Jan 2025
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection Xu Zheng Yuanhuiyi Lyu Lutao Jiang Jiazhou Zhou Lin Wang Xuming Hu 72 4 0 22 Dec 2024
EventDance++: Language-guided Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition Xu Zheng Lin Wang 23 1 0 19 Sep 2024
GoodSAM++: Bridging Domain and Capacity Gaps via Segment Anything Model for Panoramic Semantic Segmentation Weiming Zhang Yexin Liu Xu Zheng Lin Wang VLM 29 5 0 17 Aug 2024
Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities Xueye Zheng Yuanhuiyi Lyu Lin Wang VLM 39 10 0 16 Jul 2024
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation Xueye Zheng Yuanhuiyi Lyu Jiazhou Zhou Lin Wang 24 7 0 16 Jul 2024
360SFUDA++: Towards Source-free UDA for Panoramic Segmentation by Learning Reliable Category Prototypes Xueye Zheng Pengyuan Zhou Athanasios V. Vasilakos Lin Wang 30 12 0 25 Apr 2024
GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation Weiming Zhang Yexin Liu Xueye Zheng Lin Wang 36 10 0 25 Mar 2024
EventDance: Unsupervised Source-free Cross-modal Adaptation for Event-based Object Recognition Xueye Zheng Lin Wang TTA 36 8 0 21 Mar 2024
Transformer-CNN Cohort: Semi-supervised Semantic Segmentation by the Best of Both Students Xueye Zheng Yuan Luo Hao Wang Chong Fu Lin Wang ViT 31 17 0 06 Sep 2022
Model Adaptation: Historical Contrastive Learning for Unsupervised Domain Adaptation without Source Data Jiaxing Huang Dayan Guan Aoran Xiao Shijian Lu 129 210 0 07 Oct 2021
Source-Free Domain Adaptation for Image Segmentation M. Bateson H. Kervadec Jose Dolz H. Lombaert Ismail Ben Ayed OOD MedIm 124 64 0 06 Aug 2021
Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink OOD MDE 45 137 0 28 Apr 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,538 0 24 Feb 2021
Joint 2D-3D-Semantic Data for Indoor Scene Understanding Iro Armeni S. Sax Amir Zamir Silvio Savarese 3DV 3DPC 113 864 0 03 Feb 2017