Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
MILE: Mixture of Incremental LoRA Experts for Continual Semantic Segmentation across Domains and Modalities	Shishir Muralidhara, Didier Stricker, René Schuster	2026	arxiv 2605.03555
RecycleLoRA: Rank-Revealing QR-Based Dual-LoRA Subspace Adaptation for Domain Generalized Semantic Segmentation	Chanseul Cho, Seokju Yun, Jeaseong Jeon	2026	arxiv 2603.28142
4D Radar Semantic Segmentation of People in Field Conditions Using Temporal Multi-View Networks	Mikael Skog, Oleksandr Kotlyar, Vladimír Kubelka	2024	arxiv 2404.05307
Weakly-Supervised Semantic Segmentation with Visual Words Learning and Hybrid Pooling	Lixiang Ru, Bo Du, Yibing Zhan	2022	arxiv 2202.04812
Incremental Learning for Semantic Segmentation of Large-Scale Remote Sensing Data	Onur Tasar, Yuliya Tarabalka, Pierre Alliez	2018	arxiv 1810.12448
3D forest semantic segmentation using multispectral LiDAR and 3D deep learning	Narges Takhtkeshha, Lauris Bocaux, Lassi Ruoppa	2025	arxiv 2507.08025
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation	Ding Zhong, Xu Zheng, Chenfei Liao	2025	arxiv 2503.07098
An Efficient Semantic Segmentation Decoder for In-Car or Distributed Applications	Danish Nazir, Gowtham Sai Inti, Timo Bartels	2025	arxiv 2510.16747
Automated Linear Disturbance Mapping via Semantic Segmentation of Sentinel-2 Imagery	Andrew M. Nagel, Anne Webster, Christopher Henry	2024	arxiv 2409.12817
Multi-Granularity Denoising and Bidirectional Alignment for Weakly Supervised Semantic Segmentation	Tao Chen, Yazhou Yao, Jinhui Tang	2023	arxiv 2305.05154
ALIFE: Adaptive Logit Regularizer and Feature Replay for Incremental Semantic Segmentation	Youngmin Oh, Donghyeon Baek, Bumsub Ham	2022	arxiv 2210.06816
A Network Structure to Explicitly Reduce Confusion Errors in Semantic Segmentation	Qichuan Geng, Xinyu Huang, Zhong Zhou	2018	arxiv 1808.00313
Flying Guide Dog: Walkable Path Discovery for the Visually Impaired Utilizing Drones and Transformer-based Semantic Segmentation	Haobin Tan, Chang Chen, Xinyu Luo	2021	arxiv 2108.07007
The Hessigheim 3D (H3D) Benchmark on Semantic Segmentation of High-Resolution 3D Point Clouds and Textured Meshes from UAV LiDAR and Multi-View-Stereo	Michael Kölle, Dominik Laupheimer, Stefan Schmohl	2021	arxiv 2102.05346
Pseudo-Label Noise Suppression Techniques for Semi-Supervised Semantic Segmentation	Sebastian Scherer, Robin Schön, Rainer Lienhart	2022	arxiv 2210.10426
Unsupervised semantic segmentation of urban high-density multispectral point clouds	Oona Oinonen, Lassi Ruoppa, Josef Taher	2024	arxiv 2410.18520
Continual Barlow Twins: continual self-supervised learning for remote sensing semantic segmentation	Valerio Marsocci, Simone Scardapane	2022	arxiv 2205.11319
Regularizing Proxies with Multi-Adversarial Training for Unsupervised Domain-Adaptive Semantic Segmentation	Tong Shen, Dong Gong, Wei Zhang	2019	arxiv 1907.12282
Open-world Point Cloud Semantic Segmentation: A Human-in-the-loop Framework	Peng Zhang, Songru Yang, Jinsheng Sun	2025	arxiv 2508.04962
Few-shot Class-Incremental Semantic Segmentation via Pseudo-Labeling and Knowledge Distillation	Chengjia Jiang, Tao Wang, Sien Li	2023	arxiv 2308.02790

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