Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
A Three-Stage Self-Training Framework for Semi-Supervised Semantic Segmentation	Rihuan Ke, Angelica Aviles-Rivero, Saurabh Pandey	2020	arxiv 2012.00827
Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model	Qinfeng Zhu, Yuanzhi Cai, Yuan Fang	2024	arxiv 2404.01705
Threshold-adaptive Unsupervised Focal Loss for Domain Adaptation of Semantic Segmentation	Weihao Yan, Yeqiang Qian, Chunxiang Wang	2022	arxiv 2208.10716
Towards Robust Semantic Segmentation against Patch-based Attack via Attention Refinement	Zheng Yuan, Jie Zhang, Yude Wang	2024	arxiv 2401.01750
Complementary Patch for Weakly Supervised Semantic Segmentation	Fei Zhang, Chaochen Gu, Chenyue Zhang	2021	arxiv 2108.03852
Semantic Segmentation based Scene Understanding in Autonomous Vehicles	Ehsan Rassekh	2025	arxiv 2507.14303
Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation	Hyun Seok Seong, WonJun Moon, SuBeen Lee	2024	arxiv 2407.12463
Denoising Diffusion Semantic Segmentation with Mask Prior Modeling	Zeqiang Lai, Yuchen Duan, Jifeng Dai	2023	arxiv 2306.01721
InvSeg: Test-Time Prompt Inversion for Semantic Segmentation	Jiayi Lin, Jiabo Huang, Jian Hu	2024	arxiv 2410.11473
Self-Ensembling GAN for Cross-Domain Semantic Segmentation	Yonghao Xu, Fengxiang He, Bo Du	2021	arxiv 2112.07999
How to Reduce Change Detection to Semantic Segmentation	Guo-Hua Wang, Bin-Bin Gao, Chengjie Wang	2022	arxiv 2206.07557
Exploring Open-Vocabulary Semantic Segmentation without Human Labels	Jun Chen, Deyao Zhu, Guocheng Qian	2023	arxiv 2306.00450
M-FasterSeg: An Efficient Semantic Segmentation Network Based on Neural Architecture Search	Junjun Wu, Huiyu Kuang, Qinghua Lu	2021	arxiv 2112.07918
Real-Time Semantic Segmentation: A Brief Survey & Comparative Study in Remote Sensing	Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya	2023	arxiv 2309.06047
How to Benchmark Vision Foundation Models for Semantic Segmentation?	Tommie Kerssies, Daan de Geus, Gijs Dubbelman	2024	arxiv 2404.12172
A Data-Centric Approach to 3D Semantic Segmentation of Railway Scenes	Nicolas Münger, Max Peter Ronecker, Xavier Diaz	2025	arxiv 2504.18213
Human Semantic Segmentation using Millimeter-Wave Radar Sparse Point Clouds	Pengfei Song, Luoyu Mei, Han Cheng	2023	arxiv 2304.14132
Beyond Classification: Directly Training Spiking Neural Networks for Semantic Segmentation	Youngeun Kim, Joshua Chough, Priyadarshini Panda	2021	arxiv 2110.07742
Semantic Diffusion Network for Semantic Segmentation	Haoru Tan, Sitong Wu, Jimin Pi	2023	arxiv 2302.02057
Efficient Semantic Segmentation using Gradual Grouping	Nikitha Vallurupalli, Sriharsha Annamaneni, Girish Varma	2018	arxiv 1806.08522

Search results