Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
SAT: Size-Aware Transformer for 3D Point Cloud Semantic Segmentation	Junjie Zhou, Yongping Xiong, Chinwai Chiu	2023	arxiv 2301.06869
Semantic Segmentation with Bidirectional Language Models Improves Long-form ASR	W. Ronny Huang, Hao Zhang, Shankar Kumar	2023	arxiv 2305.18419
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation	Swami Sankaranarayanan, Yogesh Balaji, Arpit Jain	2017	arxiv 1711.06969
CEREALS - Cost-Effective REgion-based Active Learning for Semantic Segmentation	Radek Mackowiak, Philip Lenz, Omair Ghori	2018	arxiv 1810.09726
Virtual-to-Real: Learning to Control in Visual Semantic Segmentation	Zhang-Wei Hong, Chen Yu-Ming, Shih-Yang Su	2018	arxiv 1802.00285
Hierarchical Point-Edge Interaction Network for Point Cloud Semantic Segmentation	Li Jiang, Hengshuang Zhao, Shu Liu	2019	arxiv 1909.10469
Extremely Weak Supervised Image-to-Image Translation for Semantic Segmentation	Samarth Shukla, Luc Van Gool, Radu Timofte	2019	arxiv 1909.08542
Semantic Segmentation of Skin Lesions using a Small Data Set	Beril Sirmacek, Max Kivits	2019	arxiv 1910.10534
LULC classification by semantic segmentation of satellite images using FastFCN	Md. Saif Hassan Onim, Aiman Rafeed Ehtesham, Amreen Anbar	2020	arxiv 2011.06825
Aerial Map-Based Navigation Using Semantic Segmentation and Pattern Matching	Youngjoo Kim	2021	arxiv 2107.00689
ScSAM: Debiasing Morphology and Distributional Variability in Subcellular Semantic Segmentation	Bo Fang, Jianan Fan, Dongnan Liu	2025	arxiv 2507.17149
Spectral Prompt Tuning:Unveiling Unseen Classes for Zero-Shot Semantic Segmentation	Wenhao Xu, Rongtao Xu, Changwei Wang	2023	arxiv 2312.12754
Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation	Hairong Shi, Songhao Han, Shaofei Huang	2024	arxiv 2403.05912
Lightweight Uncertainty Quantification with Simplex Semantic Segmentation for Terrain Traversability	Judith Dijk, Gertjan Burghouts, Kapil D. Katyal	2024	arxiv 2407.13392
PotholeGuard: A Pothole Detection Approach by Point Cloud Semantic Segmentation	Sahil Nawale, Dhruv Khut, Daksh Dave	2023	arxiv 2311.02641
MaskSplit: Self-supervised Meta-learning for Few-shot Semantic Segmentation	Mustafa Sercan Amac, Ahmet Sencan, Orhun Bugra Baran	2021	arxiv 2110.12207
Redundancy Reduction in Semantic Segmentation of 3D Brain Tumor MRIs	Md Mahfuzur Rahman Siddiquee, Andriy Myronenko	2021	arxiv 2111.00742
Handling new target classes in semantic segmentation with domain adaptation	Maxime Bucher, Tuan-Hung Vu, Matthieu Cord	2020	arxiv 2004.01130
Unsupervised Image Semantic Segmentation through Superpixels and Graph Neural Networks	Moshe Eliasof, Nir Ben Zikri, Eran Treister	2022	arxiv 2210.11810
A Local-Global Approach to Semantic Segmentation in Aerial Images	Alina Elena Marcu	2016	arxiv 1607.05620

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