Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Semantic Segmentation from Limited Training Data	A. Milan, T. Pham, K. Vijay	2017	arxiv 1709.07665
OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data	Christoph Reich, Tim Prangemeier, Özdemir Cetin	2021	arxiv 2110.10640
Self-Regulation for Semantic Segmentation	Zhang Dong, Zhang Hanwang, Tang Jinhui	2021	arxiv 2108.09702
Latent Space Unsupervised Semantic Segmentation	Knut J. Str\ommen, Jim T\orresen, Ulysse Côté-Allard	2022	arxiv 2207.11067
Real-Time Semantic Segmentation on FPGA for Autonomous Vehicles Using LMIINet with the CGRA4ML Framework	Amir Mohammad Khadem Hosseini, Sattar Mirzakuchaki	2025	arxiv 2510.22243
Offshore Wind Plant Instance Segmentation Using Sentinel-1 Time Series, GIS, and Semantic Segmentation Models	Osmar Luiz Ferreira de Carvalho, Osmar Abilio de Carvalho Junior, Anesmar Olino de Albuquerque	2023	arxiv 2312.08773
Real-time Semantic Segmentation via Spatial-detail Guided Context Propagation	Shijie Hao, Yuan Zhou, Yanrong Guo	2020	arxiv 2005.11034
SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation	Xiaoqing Guo, Jie Liu, Tongliang Liu	2022	arxiv 2203.15202
ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes	Yuhua Chen, Wen Li, Luc Van Gool	2017	arxiv 1711.11556
Multi-Scale Representations by Varying Window Attention for Semantic Segmentation	Haotian Yan, Ming Wu, Chuang Zhang	2024	arxiv 2404.16573
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation	Binhui Xie, Shuang Li, Qingju Guo	2023	arxiv 2310.20293
UniMatch V2: Pushing the Limit of Semi-Supervised Semantic Segmentation	Lihe Yang, Zhen Zhao, Hengshuang Zhao	2024	arxiv 2410.10777
Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation	Dongyue Wu, Zilin Guo, Li Yu	2024	arxiv 2412.12672
Spatial-Assistant Encoder-Decoder Network for Real Time Semantic Segmentation	Yalun Wang, Shidong Chen, Huicong Bian	2023	arxiv 2309.10519
Multi-modality Affinity Inference for Weakly Supervised 3D Semantic Segmentation	Xiawei Li, Qingyuan Xu, Jing Zhang	2023	arxiv 2312.16578
Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network	Nasim Souly, Concetto Spampinato, Mubarak Shah	2017	arxiv 1703.09695
Semantic Segmentation Prior for Diffusion-Based Real-World Super-Resolution	Jiahua Xiao, Jiawei Zhang, Dongqing Zou	2024	arxiv 2412.02960
Context aware saliency map generation using semantic segmentation	Mahdi Ahmadi, Mohsen Hajabdollahi, Nader Karimi	2017	arxiv 1801.00256
Learning a Discriminative Feature Network for Semantic Segmentation	Changqian Yu, Jingbo Wang, Chao Peng	2018	arxiv 1804.09337
XAI-Enhanced Semantic Segmentation Models for Visual Quality Inspection	Tobias Clement, Truong Thanh Hung Nguyen, Mohamed Abdelaal	2024	arxiv 2401.09900

Search results