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Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Temporally Distributed Networks for Fast Video Semantic Segmentation	Ping Hu, Fabian Caba Heilbron, Oliver Wang	2020	arxiv 2004.01800
FSPGD: Rethinking Black-box Attacks on Semantic Segmentation	Eun-Sol Park, MiSo Park, Seung Park	2025	arxiv 2502.01262
Effective SAM Combination for Open-Vocabulary Semantic Segmentation	Minhyeok Lee, Suhwan Cho, Jungho Lee	2024	arxiv 2411.14723
DCANet: Dense Context-Aware Network for Semantic Segmentation	Yifu Liu, Chenfeng Xu, Xinyu Jin	2021	arxiv 2104.02533
LinkNet: Exploiting Encoder Representations for Efficient Semantic Segmentation	Abhishek Chaurasia, Eugenio Culurciello	2017	arxiv 1707.03718
Volumetric Supervised Contrastive Learning for Seismic Semantic Segmentation	Kiran Kokilepersaud, Mohit Prabhushankar, Ghassan AlRegib	2022	arxiv 2206.08158
LRNNet: A Light-Weighted Network with Efficient Reduced Non-Local Operation for Real-Time Semantic Segmentation	Weihao Jiang, Zhaozhi Xie, Yaoyi Li	2020	arxiv 2006.02706
Firearm Detection via Convolutional Neural Networks: Comparing a Semantic Segmentation Model Against End-to-End Solutions	Alexander Egiazarov, Fabio Massimo Zennaro, Vasileios Mavroeidis	2020	arxiv 2012.09662
Scribble-Supervised Semantic Segmentation by Uncertainty Reduction on Neural Representation and Self-Supervision on Neural Eigenspace	Zhiyi Pan, Peng Jiang, Yunhai Wang	2021	arxiv 2102.09896
Improving Open-Set Semantic Segmentation in 3D Point Clouds by Conditional Channel Capacity Maximization: Preliminary Results	Wang Fang, Shirin Rahimi, Olivia Bennett	2025	arxiv 2505.11521
Continual Learning for LiDAR Semantic Segmentation: Class-Incremental and Coarse-to-Fine strategies on Sparse Data	Elena Camuffo, Simone Milani	2023	arxiv 2304.03980
CrossEarth-SAR: A SAR-Centric and Billion-Scale Geospatial Foundation Model for Domain Generalizable Semantic Segmentation	Ziqi Ye, Ziyang Gong, Ning Liao	2026	arxiv 2603.12008
Learning Neural Eigenfunctions for Unsupervised Semantic Segmentation	Zhijie Deng, Yucen Luo	2023	arxiv 2304.02841
Multichannel Semantic Segmentation with Unsupervised Domain Adaptation	Kohei Watanabe, Kuniaki Saito, Yoshitaka Ushiku	2018	arxiv 1812.04351
Squeeze-and-Attention Networks for Semantic Segmentation	Zilong Zhong, Zhong Qiu Lin, Rene Bidart	2019	arxiv 1909.03402
Hierarchical Multi-Scale Attention for Semantic Segmentation	Andrew Tao, Karan Sapra, Bryan Catanzaro	2020	arxiv 2005.10821
Singular points detection with semantic segmentation networks	Jiong Chen, Heng Zhao, Zhicheng Cao	2019	arxiv 1911.01106
Prototype-based Incremental Few-Shot Semantic Segmentation	Fabio Cermelli, Massimiliano Mancini, Yongqin Xian	2020	arxiv 2012.01415
Event-guided Low-light Video Semantic Segmentation	Zhen Yao, Mooi Choo Chuah	2024	arxiv 2411.00639
PseudoSeg: Designing Pseudo Labels for Semantic Segmentation	Yuliang Zou, Zizhao Zhang, Han Zhang	2020	arxiv 2010.09713

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