Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Adversarially Domain-adaptive Latent Diffusion for Unsupervised Semantic Segmentation	Jongmin Yu, Zhongtian Sun, Chen Bene Chi	2024	arxiv 2412.16859
RESSCAL3D: Resolution Scalable 3D Semantic Segmentation of Point Clouds	Remco Royen, Adrian Munteanu	2024	arxiv 2404.06863
Semi-supervised Semantic Segmentation with Prototype-based Consistency Regularization	Hai-Ming Xu, Lingqiao Liu, Qiuchen Bian	2022	arxiv 2210.04388
Training Bit Fully Convolutional Network for Fast Semantic Segmentation	He Wen, Shuchang Zhou, Zhe Liang	2016	arxiv 1612.00212
Active Label Correction for Semantic Segmentation with Foundation Models	Hoyoung Kim, Sehyun Hwang, Suha Kwak	2024	arxiv 2403.10820
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift	Luca Franco, Paolo Mandica, Konstantinos Kallidromitis	2023	arxiv 2306.11180
Incomplete Utterance Rewriting as Semantic Segmentation	Qian Liu, Bei Chen, Jian-Guang Lou	2020	arxiv 2009.13166
Context-aware Padding for Semantic Segmentation	Yu-Hui Huang, Marc Proesmans, Luc Van Gool	2021	arxiv 2109.07854
PCSCNet: Fast 3D Semantic Segmentation of LiDAR Point Cloud for Autonomous Car using Point Convolution and Sparse Convolution Network	Jaehyun Park, Chansoo Kim, Kichun Jo	2022	arxiv 2202.10047
S$^{5}$Mars: Semi-Supervised Learning for Mars Semantic Segmentation	Jiahang Zhang, Lilang Lin, Zejia Fan	2022	arxiv 2207.01200
A Novel Upsampling and Context Convolution for Image Semantic Segmentation	Khwaja Monib Sediqi, Hyo Jong Lee	2021	arxiv 2103.11110
Importance of Self-Consistency in Active Learning for Semantic Segmentation	S. Alireza Golestaneh, Kris M. Kitani	2020	arxiv 2008.01860
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation	Tao Zhang, Jinyong Wen, Zhen Chen	2025	arxiv 2502.02257
Towards Map-Based Validation of Semantic Segmentation Masks	Laura von Rueden, Tim Wirtz, Fabian Hueger	2020	arxiv 2011.08008
2020 CATARACTS Semantic Segmentation Challenge	Imanol Luengo, Maria Grammatikopoulou, Rahim Mohammadi	2021	arxiv 2110.10965
End-to-end Trainable Deep Neural Network for Robotic Grasp Detection and Semantic Segmentation from RGB	Stefan Ainetter, Friedrich Fraundorfer	2021	arxiv 2107.05287
SLAMs: Semantic Learning based Activation Map for Weakly Supervised Semantic Segmentation	Junliang Chen, Xiaodong Zhao, Minmin Liu	2022	arxiv 2210.12417
FedS2R: One-Shot Federated Domain Generalization for Synthetic-to-Real Semantic Segmentation in Autonomous Driving	Tao Lian, Jose L. Gómez, Antonio M. López	2025	arxiv 2507.19881
LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation	Junjue Wang, Zhuo Zheng, Ailong Ma	2021	arxiv 2110.08733
CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation	Ziyang Gong, Zhixiang Wei, Di Wang	2024	arxiv 2410.22629

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