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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
R&D: Balancing Reliability and Diversity in Synthetic Data Augmentation for Semantic Segmentation	Huy Che, Dinh-Duy Phan, Duc-Khai Lam	2026	arxiv 2603.18427
MVP-Net: Multiple View Pointwise Semantic Segmentation of Large-Scale Point Clouds	Chuanyu Luo, Xiaohan Li, Nuo Cheng	2022	arxiv 2201.12769
Semi-Supervised Confidence-Level-based Contrastive Discrimination for Class-Imbalanced Semantic Segmentation	Kangcheng Liu	2022	arxiv 2211.15066
Semantically Adaptive Image-to-image Translation for Domain Adaptation of Semantic Segmentation	Luigi Musto, Andrea Zinelli	2020	arxiv 2009.01166
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation	Jiaxin Cheng, Soumyaroop Nandi, Prem Natarajan	2021	arxiv 2108.12517
Segment Beyond View: Handling Partially Missing Modality for Audio-Visual Semantic Segmentation	Renjie Wu, Hu Wang, Feras Dayoub	2023	arxiv 2312.08673
Calibrated and Efficient Sampling-Free Confidence Estimation for LiDAR Scene Semantic Segmentation	Hanieh Shojaei Miandashti, Qianqian Zou, Claus Brenner	2024	arxiv 2411.11935
SCAttNet: Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images	Haifeng Li, Kaijian Qiu, Li Chen	2019	arxiv 1912.09121
Pixel Difference Convolutional Network for RGB-D Semantic Segmentation	Jun Yang, Lizhi Bai, Yaoru Sun	2023	arxiv 2302.11951
{\epsilon}-Seg: Sparsely Supervised Semantic Segmentation of Microscopy Data	Sheida Rahnamai Kordasiabi, Damian Dalle Nogare, Florian Jug	2025	arxiv 2510.18637
MemorySeg: Online LiDAR Semantic Segmentation with a Latent Memory	Enxu Li, Sergio Casas, Raquel Urtasun	2023	arxiv 2311.01556
ESS: Learning Event-based Semantic Segmentation from Still Images	Zhaoning Sun, Nico Messikommer, Daniel Gehrig	2022	arxiv 2203.10016
Head-Free Lightweight Semantic Segmentation with Linear Transformer	Bo Dong, Pichao Wang, Fan Wang	2023	arxiv 2301.04648
Multi-source Domain Adaptation for Panoramic Semantic Segmentation	Jing Jiang, Sicheng Zhao, Jiankun Zhu	2024	arxiv 2408.16469
Overhead Line Defect Recognition Based on Unsupervised Semantic Segmentation	Weixi Wang, Xichen Zhong, Xin Li	2023	arxiv 2311.00979
AUGCO: Augmentation Consistency-guided Self-training for Source-free Domain Adaptive Semantic Segmentation	Viraj Prabhu, Shivam Khare, Deeksha Kartik	2021	arxiv 2107.10140
SBSS: Stacking-Based Semantic Segmentation Framework for Very High Resolution Remote Sensing Image	Yuanzhi Cai, Lei Fan, Yuan Fang	2022	arxiv 2212.07623
OSTA: One-shot Task-adaptive Channel Selection for Semantic Segmentation of Multichannel Images	Yuanzhi Cai, Jagannath Aryal, Yuan Fang	2023	arxiv 2305.04766
Low-Shot Learning for the Semantic Segmentation of Remote Sensing Imagery	Ronald Kemker, Ryan Luu, Christopher Kanan	2018	arxiv 1803.09824
A Near Sensor Edge Computing System for Point Cloud Semantic Segmentation	Lin Bai, Yiming Zhao, Xinming Huang	2022	arxiv 2207.05888

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