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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
EIFNet: Leveraging Event-Image Fusion for Robust Semantic Segmentation	Zhijiang Li, Haoran He	2025	arxiv 2507.21971
Anomaly-Aware Semantic Segmentation by Leveraging Synthetic-Unknown Data	Guan-Rong Lu, Yueh-Cheng Liu, Tung-I Chen	2021	arxiv 2111.14343
Causes of Catastrophic Forgetting in Class-Incremental Semantic Segmentation	Tobias Kalb, Jürgen Beyerer	2022	arxiv 2209.08010
SML: Semantic Meta-learning for Few-shot Semantic Segmentation	Ayyappa Kumar Pambala, Titir Dutta, Soma Biswas	2020	arxiv 2009.06680
Segmentation Re-thinking Uncertainty Estimation Metrics for Semantic Segmentation	Qitian Ma, Shyam Nanda Rai, Carlo Masone	2024	arxiv 2403.19826
MaskDiffusion: Exploiting Pre-trained Diffusion Models for Semantic Segmentation	Yasufumi Kawano, Yoshimitsu Aoki	2024	arxiv 2403.11194
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation	Chen Liang, Wenguan Wang, Jiaxu Miao	2023	arxiv 2308.12595
Diffusion Features to Bridge Domain Gap for Semantic Segmentation	Yuxiang Ji, Boyong He, Chenyuan Qu	2024	arxiv 2406.00777
Boosting Few-Shot Semantic Segmentation Via Segment Anything Model	Chen-Bin Feng, Qi Lai, Kangdao Liu	2024	arxiv 2401.09826
Part-aware Prototype Network for Few-shot Semantic Segmentation	Yongfei Liu, Xiangyi Zhang, Songyang Zhang	2020	arxiv 2007.06309
Region-based semantic segmentation with end-to-end training	Holger Caesar, Jasper Uijlings, Vittorio Ferrari	2016	arxiv 1607.07671
Weakly-Supervised Image Semantic Segmentation Using Graph Convolutional Networks	Shun-Yi Pan, Cheng-You Lu, Shih-Po Lee	2021	arxiv 2103.16762
Vision Transformer-Conditioned UNet for Domain-Adaptive Semantic Segmentation	Joel Valdivia Ortega, Tingying Peng, Marion Jasnin	2026	arxiv 2605.16393
ISSAFE: Improving Semantic Segmentation in Accidents by Fusing Event-based Data	Jiaming Zhang, Kailun Yang, Rainer Stiefelhagen	2020	arxiv 2008.08974
Railway LiDAR semantic segmentation based on intelligent semi-automated data annotation	Florian Wulff, Bernd Schaeufele, Julian Pfeifer	2024	arxiv 2410.13383
Spannotation: Enhancing Semantic Segmentation for Autonomous Navigation with Efficient Image Annotation	Samuel O. Folorunsho, William R. Norris	2024	arxiv 2402.18084
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation	Niccolo Avogaro, Thomas Frick, Mattia Rigotti	2025	arxiv 2503.19647
2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation	Ozan Unal, Dengxin Dai, Lukas Hoyer	2023	arxiv 2311.15605
All you need are a few pixels: semantic segmentation with PixelPick	Gyungin Shin, Weidi Xie, Samuel Albanie	2021	arxiv 2104.06394
Crack Semantic Segmentation using the U-Net with Full Attention Strategy	Fangzheng Lin, Jiesheng Yang, Jiangpeng Shu	2021	arxiv 2104.14586

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