Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Language-Driven Visual Consensus for Zero-Shot Semantic Segmentation	Zicheng Zhang, Tong Zhang, Yi Zhu	2024	arxiv 2403.08426
Domain Adaptive Knowledge Distillation for Driving Scene Semantic Segmentation	Divya Kothandaraman, Athira Nambiar, Anurag Mittal	2020	arxiv 2011.08007
Superpixel-based Semantic Segmentation Trained by Statistical Process Control	Hyojin Park, Jisoo Jeong, Youngjoon Yoo	2017	arxiv 1706.10071
Superpixel-enhanced Pairwise Conditional Random Field for Semantic Segmentation	Li Sulimowicz, Ishfaq Ahmad, Alexander Aved	2018	arxiv 1805.11737
Efficient RGB-D Semantic Segmentation for Indoor Scene Analysis	Daniel Seichter, Mona Köhler, Benjamin Lewandowski	2020	arxiv 2011.06961
MetaFormer-driven Encoding Network for Robust Medical Semantic Segmentation	Le-Anh Tran, Chung Nguyen Tran, Nhan Cach Dang	2026	arxiv 2601.00922
SSeg: Active Sparse Point-Label Augmentation for Semantic Segmentation	Cesar Borja, Carlos Plou, Ruben Martinez-Cantin	2025	arxiv 2510.10163
DA-Cal: Towards Cross-Domain Calibration in Semantic Segmentation	Wangkai Li, Rui Sun, Zhaoyang Li	2026	arxiv 2602.20860
Land Cover Semantic Segmentation Using ResUNet	Vasilis Pollatos, Loukas Kouvaras, Eleni Charou	2020	arxiv 2010.06285
Understanding the Challenges When 3D Semantic Segmentation Faces Class Imbalanced and OOD Data	Yancheng Pan, Fan Xie, Huijing Zhao	2022	arxiv 2203.00214
Constrained Parametric Proposals and Pooling Methods for Semantic Segmentation in RGB-D Images	Dan Banica, Cristian Sminchisescu	2013	arxiv 1312.7715
ClassWise-CRF: Category-Specific Fusion for Enhanced Semantic Segmentation of Remote Sensing Imagery	Qinfeng Zhu, Yunxi Jiang, Lei Fan	2025	arxiv 2504.21491
The Ciona17 Dataset for Semantic Segmentation of Invasive Species in a Marine Aquaculture Environment	Angus Galloway, Graham W. Taylor, Aaron Ramsay	2017	arxiv 1702.05564
Deep Semantic Segmentation in an AUV for Online Posidonia Oceanica Meadows identification	Miguel Martin-Abadal, Eric Guerrero-Font, Francisco Bonin-Font	2018	arxiv 1807.03117
A deep learning experiment for semantic segmentation of overlapping characters in palimpsests	Michela Perino, Michele Ginolfi, Anna Candida Felici	2023	arxiv 2311.01130
GSIP: Green Semantic Segmentation of Large-Scale Indoor Point Clouds	Min Zhang, Pranav Kadam, Shan Liu	2021	arxiv 2109.11835
Adaptive Semantic Segmentation with a Strategic Curriculum of Proxy Labels	Kashyap Chitta, Jianwei Feng, Martial Hebert	2018	arxiv 1811.03542
Pattern-Affinitive Propagation across Depth, Surface Normal and Semantic Segmentation	Zhenyu Zhang, Zhen Cui, Chunyan Xu	2019	arxiv 1906.03525
Joint Learning of Saliency Detection and Weakly Supervised Semantic Segmentation	Yu Zeng, Yunzhi Zhuge, Huchuan Lu	2019	arxiv 1909.04161
xMUDA: Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation	Maximilian Jaritz, Tuan-Hung Vu, Raoul de Charette	2019	arxiv 1911.12676

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