Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Masked Supervised Learning for Semantic Segmentation	Hasib Zunair, A. Ben Hamza	2022	arxiv 2210.00923
CLUDA : Contrastive Learning in Unsupervised Domain Adaptation for Semantic Segmentation	Midhun Vayyat, Jaswin Kasi, Anuraag Bhattacharya	2022	arxiv 2208.14227
Quantity beats quality for semantic segmentation of corrosion in images	Will Nash, Tom Drummond, Nick Birbilis	2018	arxiv 1807.03138
Cooperative Semantic Segmentation and Image Restoration in Adverse Environmental Conditions	Weihao Xia, Zhanglin Cheng, Yujiu Yang	2019	arxiv 1911.00679
Learning unbiased zero-shot semantic segmentation networks via transductive transfer	Haiyang Liu, Yichen Wang, Jiayi Zhao	2020	arxiv 2007.00515
ESNet: An Efficient Symmetric Network for Real-time Semantic Segmentation	Yu Wang, Quan Zhou, Xiaofu Wu	2019	arxiv 1906.09826
Number-Adaptive Prototype Learning for 3D Point Cloud Semantic Segmentation	Yangheng Zhao, Jun Wang, Xiaolong Li	2022	arxiv 2210.09948
Joint Semantic Segmentation and Depth Estimation with Deep Convolutional Networks	Arsalan Mousavian, Hamed Pirsiavash, Jana Kosecka	2016	arxiv 1604.07480
Towards Unsupervised Domain Bridging via Image Degradation in Semantic Segmentation	Wangkai Li, Rui Sun, Huayu Mai	2024	arxiv 2412.10339
Evaluating the Efficacy of Cut-and-Paste Data Augmentation in Semantic Segmentation for Satellite Imagery	Ionut M. Motoi, Leonardo Saraceni, Daniele Nardi	2024	arxiv 2404.05693
Multi-Resolution Networks for Semantic Segmentation in Whole Slide Images	Feng Gu, Nikolay Burlutskiy, Mats Andersson	2018	arxiv 1807.09607
NoPeopleAllowed: The Three-Step Approach to Weakly Supervised Semantic Segmentation	Mariia Dobko, Ostap Viniavskyi, Oles Dobosevych	2020	arxiv 2006.07601
Unsupervised Domain Adaptation by Optical Flow Augmentation in Semantic Segmentation	Oluwafemi Azeez	2019	arxiv 1911.09652
SUM Parts: Benchmarking Part-Level Semantic Segmentation of Urban Meshes	Weixiao Gao, Liangliang Nan, Hugo Ledoux	2025	arxiv 2503.15300
MVMO: A Multi-Object Dataset for Wide Baseline Multi-View Semantic Segmentation	Aitor Alvarez-Gila, Joost van de Weijer, Yaxing Wang	2022	arxiv 2205.15452
MSeg: A Composite Dataset for Multi-domain Semantic Segmentation	John Lambert, Zhuang Liu, Ozan Sener	2021	arxiv 2112.13762
A Closer Look at Self-training for Zero-Label Semantic Segmentation	Giuseppe Pastore, Fabio Cermelli, Yongqin Xian	2021	arxiv 2104.11692
3D Semantic Segmentation with Submanifold Sparse Convolutional Networks	Benjamin Graham, Martin Engelcke, Laurens van der Maaten	2017	arxiv 1711.10275
Towards Open-Vocabulary Semantic Segmentation Without Semantic Labels	Heeseong Shin, Chaehyun Kim, Sunghwan Hong	2024	arxiv 2409.19846
Chinese/English mixed Character Segmentation as Semantic Segmentation	Huabin Zheng, Jingyu Wang, Zhengjie Huang	2016	arxiv 1611.01982

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