SOTA2 Research · papers

Papers for “semantic segmentation”

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

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20 indexed

Title	Authors	Year	Source
FSDENet: A Frequency and Spatial Domains based Detail Enhancement Network for Remote Sensing Semantic Segmentation	Jiahao Fu, Yinfeng Yu, Liejun Wang	2025	arxiv 2510.00059
EMRA-proxy: Enhancing Multi-Class Region Semantic Segmentation in Remote Sensing Images with Attention Proxy	Yichun Yu, Yuqing Lan, Zhihuan Xing	2025	arxiv 2505.17665
Bayesian SegNet for Semantic Segmentation with Improved Interpretation of Microstructural Evolution During Irradiation of Materials	Marjolein Oostrom, Alex Hagen, Nicole LaHaye	2025	arxiv 2502.14184
Cross-Scale Pretraining: Enhancing Self-Supervised Learning for Low-Resolution Satellite Imagery for Semantic Segmentation	John Waithaka, Gustave Bwirayesu, Moise Busogi	2026	arxiv 2601.12964
Selective, Regularized, and Calibrated: Harnessing Vision Foundation Models for Cross-Domain Few-Shot Semantic Segmentation	Junyuan Ma, Xunzhi Xiang, Wenbin Li	2026	arxiv 2605.19340
Green for Go, Red for No: Visual Grounding via Semantic Segmentation for VLA Navigation Policies	Adrian Szvoren, Dimitrios Kanoulas, Nilufer Tuptuk	2026	arxiv 2607.05122
Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging	Zdravko Marinov, Simon Rei\ss, David Kersting	2023	arxiv 2303.07126
Semantic Segmentation and Data Fusion of Microsoft Bing 3D Cities and Small UAV-based Photogrammetric Data	Meida Chen, Andrew Feng, Kyle McCullough	2020	arxiv 2008.09648
Fully-automated Body Composition Analysis in Routine CT Imaging Using 3D Semantic Segmentation Convolutional Neural Networks

Integrating Mamba Sequence Model and Hierarchical Upsampling Network for Accurate Semantic Segmentation of Multiple Sclerosis Legion	Kazi Shahriar Sanjid, Md. Tanzim Hossain, Md. Shakib Shahariar Junayed	2024	arxiv 2403.17432