Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation	Zhaoyuan Yin, Pichao Wang, Fan Wang	2021	arxiv 2112.01515
Combining the Best of Graphical Models and ConvNets for Semantic Segmentation	Michael Cogswell, Xiao Lin, Senthil Purushwalkam	2014	arxiv 1412.4313
Location-aware Upsampling for Semantic Segmentation	Xiangyu He, Zitao Mo, Qiang Chen	2019	arxiv 1911.05250
Stacked Deconvolutional Network for Semantic Segmentation	Jun Fu, Jing Liu, Yuhang Wang	2017	arxiv 1708.04943
Modular Sensor Fusion for Semantic Segmentation	Hermann Blum, Abel Gawel, Roland Siegwart	2018	arxiv 1807.11249
RIU-Net: Embarrassingly simple semantic segmentation of 3D LiDAR point cloud	Pierre Biasutti, Aurélie Bugeau, Jean-François Aujol	2019	arxiv 1905.08748
Contextual Hourglass Network for Semantic Segmentation of High Resolution Aerial Imagery	Panfeng Li, Youzuo Lin, Emily Schultz-Fellenz	2018	arxiv 1810.12813
Learning High-level Prior with Convolutional Neural Networks for Semantic Segmentation	Haitian Zheng, Yebin Liu, Mengqi Ji	2015	arxiv 1511.06988
SegTAD: Precise Temporal Action Detection via Semantic Segmentation	Chen Zhao, Merey Ramazanova, Mengmeng Xu	2022	arxiv 2203.01542
Pin the Memory: Learning to Generalize Semantic Segmentation	Jin Kim, Jiyoung Lee, Jungin Park	2022	arxiv 2204.03609
Pseudo-mask Matters in Weakly-supervised Semantic Segmentation	Yi Li, Zhanghui Kuang, Liyang Liu	2021	arxiv 2108.12995
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation	Yau Shing Jonathan Cheung, Xi Chen, Lihe Yang	2023	arxiv 2311.18628
Enhanced Neuromorphic Semantic Segmentation Latency through Stream Event	D. Hareb, J. Martinet, B. Miramond	2025	arxiv 2502.18982
Semantic Segmentation with Active Semi-Supervised Representation Learning	Aneesh Rangnekar, Christopher Kanan, Matthew Hoffman	2022	arxiv 2210.08403
CTNet: Context-based Tandem Network for Semantic Segmentation	Zechao Li, Yanpeng Sun, Jinhui Tang	2021	arxiv 2104.09805
Semantic segmentation of mFISH images using convolutional networks	Esteban Pardo, José Mário T Morgado, Norberto Malpica	2018	arxiv 1805.01220
Domain Adaptive Semantic Segmentation Using Weak Labels	Sujoy Paul, Yi-Hsuan Tsai, Samuel Schulter	2020	arxiv 2007.15176
Transferring and Regularizing Prediction for Semantic Segmentation	Yiheng Zhang, Zhaofan Qiu, Ting Yao	2020	arxiv 2006.06570
Hidden Backdoor Attack against Semantic Segmentation Models	Yiming Li, Yanjie Li, Yalei Lv	2021	arxiv 2103.04038
UMSS: Towards Unsupervised Multi-modal Semantic Segmentation	Haitian Zhang, Thai Duy Nguyen, Xiangyuan Wang	2026	arxiv 2607.12372

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