Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
SegGroup: Seg-Level Supervision for 3D Instance and Semantic Segmentation	An Tao, Yueqi Duan, Yi Wei	2020	arxiv 2012.10217
StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation	Bingyu Li, Da Zhang, Zhiyuan Zhao	2024	arxiv 2408.01343
Dynamic Robot-Assisted Surgery with Hierarchical Class-Incremental Semantic Segmentation	Julia Hindel, Ema Mekic, Enamundram Naga Karthik	2025	arxiv 2508.01713
Domain Adaptation-Based Crossmodal Knowledge Distillation for 3D Semantic Segmentation	Jialiang Kang, Jiawen Wang, Dingsheng Luo	2025	arxiv 2509.00379
An EM Framework for Online Incremental Learning of Semantic Segmentation	Shipeng Yan, Jiale Zhou, Jiangwei Xie	2021	arxiv 2108.03613
DIAL: Dense Image-text ALignment for Weakly Supervised Semantic Segmentation	Soojin Jang, Jungmin Yun, Junehyoung Kwon	2024	arxiv 2409.15801
Deep Learning-Based 3D Instance and Semantic Segmentation: A Review	Siddiqui Muhammad Yasir, Hyunsik Ahn	2024	arxiv 2406.13308
Precision matters: Precision-aware ensemble for weakly supervised semantic segmentation	Junsung Park, Hyunjung Shim	2024	arxiv 2406.19638
Semantic Segmentation of Radar Detections using Convolutions on Point Clouds	Marco Braun, Alessandro Cennamo, Markus Schoeler	2023	arxiv 2305.12775
RESSCAL3D++: Joint Acquisition and Semantic Segmentation of 3D Point Clouds	Remco Royen, Kostas Pataridis, Ward van der Tempel	2024	arxiv 2410.02323
Task Consistent Prototype Learning for Incremental Few-shot Semantic Segmentation	Wenbo Xu, Yanan Wu, Haoran Jiang	2024	arxiv 2410.13094
LiDAR-based Recurrent 3D Semantic Segmentation with Temporal Memory Alignment	Fabian Duerr, Mario Pfaller, Hendrik Weigel	2021	arxiv 2103.02263
Half-Real Half-Fake Distillation for Class-Incremental Semantic Segmentation	Zilong Huang, Wentian Hao, Xinggang Wang	2021	arxiv 2104.00875
RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation	Guosheng Lin, Anton Milan, Chunhua Shen	2016	arxiv 1611.06612
Input-Output Balanced Framework for Long-tailed LiDAR Semantic Segmentation	Peishan Cong, Xinge Zhu, Yuexin Ma	2021	arxiv 2103.14269
AWF: Adaptive Weight Fusion for Enhanced Class Incremental Semantic Segmentation	Zechao Sun, Shuying Piao, Haolin Jin	2024	arxiv 2409.08516
Generalizable Knowledge Distillation from Vision Foundation Models for Semantic Segmentation	Chonghua Lv, Dong Zhao, Shuang Wang	2026	arxiv 2603.02554
FLAIR #2: textural and temporal information for semantic segmentation from multi-source optical imagery	Anatol Garioud, Apolline De Wit, Marc Poupée	2023	arxiv 2305.14467
Lost in Translation? Vocabulary Alignment for Source-Free Adaptation in Open-Vocabulary Semantic Segmentation	Silvio Mazzucco, Carl Persson, Mattia Segu	2025	arxiv 2509.15225
Semi-Automatic Labeling and Semantic Segmentation of Gram-Stained Microscopic Images from DIBaS Dataset	Chethan Reddy G.P., Pullagurla Abhijith Reddy, Vidyashree R. Kanabur	2022	arxiv 2208.10737

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