Research

Papers for “semantic segmentation”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation	Jialei Chen, Daisuke Deguchi, Chenkai Zhang	2024	arxiv 2402.13697
4D-CS: Exploiting Cluster Prior for 4D Spatio-Temporal LiDAR Semantic Segmentation	Jiexi Zhong, Zhiheng Li, Yubo Cui	2025	arxiv 2501.02937
Image Understands Point Cloud: Weakly Supervised 3D Semantic Segmentation via Association Learning	Tianfang Sun, Zhizhong Zhang, Xin Tan	2022	arxiv 2209.07774
A Cross-Scale Decoder with Token Refinement for Off-Road Semantic Segmentation	Seongkyu Choi Jhonghyun An	2026	arxiv 2603.27931
Parameter-Efficient Modality-Balanced Symmetric Fusion for Multimodal Remote Sensing Semantic Segmentation	Haocheng Li, Juepeng Zheng, Shuangxi Miao	2026	arxiv 2603.17705
StandardGAN: Multi-source Domain Adaptation for Semantic Segmentation of Very High Resolution Satellite Images by Data Standardization	Onur Tasar, Yuliya Tarabalka, Alain Giros	2020	arxiv 2004.06402
Plant detection from ultra high resolution remote sensing images: A Semantic Segmentation approach based on fuzzy loss	Shivam Pande, Baki Uzun, Florent Guiotte	2024	arxiv 2409.00513
DHR: Dual Features-Driven Hierarchical Rebalancing in Inter- and Intra-Class Regions for Weakly-Supervised Semantic Segmentation	Sanghyun Jo, Fei Pan, In-Jae Yu	2024	arxiv 2404.00380
Partial CLIP is Enough: Chimera-Seg for Zero-shot Semantic Segmentation	Jialei Chen, Xu Zheng, Danda Pani Paudel	2025	arxiv 2506.22032
EPMF: Efficient Perception-aware Multi-sensor Fusion for 3D Semantic Segmentation	Mingkui Tan, Zhuangwei Zhuang, Sitao Chen	2021	arxiv 2106.15277
Coupling Global Context and Local Contents for Weakly-Supervised Semantic Segmentation	Chunyan Wang, Dong Zhang, Liyan Zhang	2023	arxiv 2304.09059
Video Semantic Segmentation with Inter-Frame Feature Fusion and Inner-Frame Feature Refinement	Jiafan Zhuang, Zilei Wang, Junjie Li	2023	arxiv 2301.03832
PP-MobileSeg: Explore the Fast and Accurate Semantic Segmentation Model on Mobile Devices	Shiyu Tang, Ting Sun, Juncai Peng	2023	arxiv 2304.05152
Multi-Path Region Mining For Weakly Supervised 3D Semantic Segmentation on Point Clouds	Jiacheng Wei, Guosheng Lin, Kim-Hui Yap	2020	arxiv 2003.13035
Weakly Supervised Semantic Segmentation in 3D Graph-Structured Point Clouds of Wild Scenes	Haiyan Wang, Xuejian Rong, Liang Yang	2020	arxiv 2004.12498
Saliency Guided Inter- and Intra-Class Relation Constraints for Weakly Supervised Semantic Segmentation	Tao Chen, Yazhou Yao, Lei Zhang	2022	arxiv 2206.09554
Edge-guided and Class-balanced Active Learning for Semantic Segmentation of Aerial Images	Lianlei Shan, Weiqiang Wang, Ke Lv	2024	arxiv 2405.18078
DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation	Yuanchen Wu, Xichen Ye, Kequan Yang	2024	arxiv 2403.11184
Progressive Query Refinement Framework for Bird's-Eye-View Semantic Segmentation from Surrounding Images	Dooseop Choi, Jungyu Kang, Taeghyun An	2024	arxiv 2407.17003
CMDFusion: Bidirectional Fusion Network with Cross-modality Knowledge Distillation for LIDAR Semantic Segmentation	Jun Cen, Shiwei Zhang, Yixuan Pei	2023	arxiv 2307.04091

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