Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Calibrated Adversarial Refinement for Stochastic Semantic Segmentation	Elias Kassapis, Georgi Dikov, Deepak K. Gupta	2020	arxiv 2006.13144
Actor-Action Semantic Segmentation with Region Masks	Kang Dang, Chunluan Zhou, Zhigang Tu	2018	arxiv 1807.08430
Tensor Low-Rank Reconstruction for Semantic Segmentation	Wanli Chen, Xinge Zhu, Ruoqi Sun	2020	arxiv 2008.00490
Rethinking Unsupervised Domain Adaptation for Semantic Segmentation	Zhijie Wang, Masanori Suganuma, Takayuki Okatani	2022	arxiv 2207.00067
Embodied Visual Active Learning for Semantic Segmentation	David Nilsson, Aleksis Pirinen, Erik Gärtner	2020	arxiv 2012.09503
SwinMamba: A hybrid local-global mamba framework for enhancing semantic segmentation of remotely sensed images	Qinfeng Zhu, Han Li, Liang He	2025	arxiv 2509.20918
Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations	Yonghao Xu, Pedram Ghamisi	2022	arxiv 2202.03740
HARP-NeXt: High-Speed and Accurate Range-Point Fusion Network for 3D LiDAR Semantic Segmentation	Samir Abou Haidar, Alexandre Chariot, Mehdi Darouich	2025	arxiv 2510.06876
PILOT: A Data-Free Continual Learning Approach for Real-Time Semantic Segmentation via Boundary Guidance	Yujing Zhou, Prashant Shekhar, Thomas Yang	2026	arxiv 2605.27128
Unsupervised Domain Adaptation for Semantic Segmentation using One-shot Image-to-Image Translation via Latent Representation Mixing	Sarmad F. Ismael, Koray Kayabol, Erchan Aptoula	2022	arxiv 2212.03826
Texture based Prototypical Network for Few-Shot Semantic Segmentation of Forest Cover: Generalizing for Different Geographical Regions	Gokul P, Ujjwal Verma	2022	arxiv 2203.15687
CLIP Is Also a Good Teacher: A New Learning Framework for Inductive Zero-shot Semantic Segmentation	Jialei Chen, Daisuke Deguchi, Chenkai Zhang	2023	arxiv 2310.02296
Context-Aware Semantic Segmentation: Enhancing Pixel-Level Understanding with Large Language Models for Advanced Vision Applications	Ben Rahman	2025	arxiv 2503.19276
Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery	Ashim Dahal, Saydul Akbar Murad, Nick Rahimi	2024	arxiv 2411.09101
ClassWise-SAM-Adapter: Parameter Efficient Fine-tuning Adapts Segment Anything to SAR Domain for Semantic Segmentation	Xinyang Pu, Hecheng Jia, Linghao Zheng	2024	arxiv 2401.02326
UniTriGen: Unified Triplet Generation of Aligned Visible-Infrared-Label for Few-Shot RGB-T Semantic Segmentation	Ping Zhou, Haoyu Wang, Mengmeng Zheng	2026	arxiv 2605.14626
Linking Points With Labels in 3D: A Review of Point Cloud Semantic Segmentation	Yuxing Xie, Jiaojiao Tian, Xiao Xiang Zhu	2019	arxiv 1908.08854
Semantic Segmentation of Earth Observation Data Using Multimodal and Multi-scale Deep Networks	Nicolas Audebert, Bertrand Le Saux, Sébastien Lefèvre	2016	arxiv 1609.06846
TCATSeg: A Tooth Center-Wise Attention Network for 3D Dental Model Semantic Segmentation	Qiang He, Wentian Qu, Jiajia Dai	2026	arxiv 2603.16620
A three in one bottom-up framework for simultaneous semantic segmentation, instance segmentation and classification of multi-organ nuclei in digital cancer histology	Ibtihaj Ahmad, Syed Muhammad Israr, Zain Ul Islam	2023	arxiv 2308.11179

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