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Papers for “semantic segmentation”

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

Title	Authors	Year	Source
TagLab: A human-centric AI system for interactive semantic segmentation	Gaia Pavoni, Massimiliano Corsini, Federico Ponchio	2021	arxiv 2112.12702
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions	Sohyun Lee, Namyup Kim, Sungyeon Kim	2024	arxiv 2407.13437
Semantic Alignment in Hyperbolic Space for Open-Vocabulary Semantic Segmentation	Hoang M. Truong, Hai Nguyen-Truong, Dang Huynh	2026	arxiv 2605.08874
SDRNET: Stacked Deep Residual Network for Accurate Semantic Segmentation of Fine-Resolution Remotely Sensed Images	Naftaly Wambugu, Ruisheng Wang, Bo Guo	2025	arxiv 2506.21945
Comprehensive Semantic Segmentation on High Resolution UAV Imagery for Natural Disaster Damage Assessment	Maryam Rahnemoonfar, Tashnim Chowdhury, Robin Murphy	2020	arxiv 2009.01193
Towards Unsupervised Open World Semantic Segmentation	Svenja Uhlemeyer, Matthias Rottmann, Hanno Gottschalk	2022	arxiv 2201.01073
BACS: Background Aware Continual Semantic Segmentation	Mostafa ElAraby, Ali Harakeh, Liam Paull	2024	arxiv 2404.13148
Open-Vocabulary Audio-Visual Semantic Segmentation	Ruohao Guo, Liao Qu, Dantong Niu	2024	arxiv 2407.21721
Automated Evaluation of Semantic Segmentation Robustness for Autonomous Driving	Wei Zhou, Julie Stephany Berrio, Stewart Worrall	2018	arxiv 1810.10193
Kolmogorov-Arnold Network for Remote Sensing Image Semantic Segmentation	Xianping Ma, Ziyao Wang, Yin Hu	2025	arxiv 2501.07390
Restrictive Hierarchical Semantic Segmentation for Stratified Tooth Layer Detection	Ryan Banks, Camila Lindoni Azevedo, Hongying Tang	2025	arxiv 2512.07984
Semantics from Space: Satellite-Guided Thermal Semantic Segmentation Annotation for Aerial Field Robots	Connor Lee, Saraswati Soedarmadji, Matthew Anderson	2024	arxiv 2403.14056
PDF: A Probability-Driven Framework for Open World 3D Point Cloud Semantic Segmentation	Jinfeng Xu, Siyuan Yang, Xianzhi Li	2024	arxiv 2404.00979
Know What Your Neighbors Do: 3D Semantic Segmentation of Point Clouds	Francis Engelmann, Theodora Kontogianni, Jonas Schult	2018	arxiv 1810.01151
Adapting Semantic Segmentation Models for Changes in Illumination and Camera Perspective	Wei Zhou, Alex Zyner, Stewart Worrall	2018	arxiv 1809.04730
BiSeg: Simultaneous Instance Segmentation and Semantic Segmentation with Fully Convolutional Networks	Viet-Quoc Pham, Satoshi Ito, Tatsuo Kozakaya	2017	arxiv 1706.02135
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds	Björn Michele, Alexandre Boulch, Gilles Puy	2021	arxiv 2108.06230
Continual BatchNorm Adaptation (CBNA) for Semantic Segmentation	Marvin Klingner, Mouadh Ayache, Tim Fingscheidt	2022	arxiv 2203.01074
Unsupervised Domain Adaptation for Video Semantic Segmentation	Inkyu Shin, Kwanyong Park, Sanghyun Woo	2021	arxiv 2107.11052
Cross-view Semantic Segmentation for Sensing Surroundings	Bowen Pan, Jiankai Sun, Ho Yin Tiga Leung	2019	arxiv 1906.03560

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