Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Boosting Cross-spectral Unsupervised Domain Adaptation for Thermal Semantic Segmentation	Seokjun Kwon, Jeongmin Shin, Namil Kim	2025	arxiv 2505.06951
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks	Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang	2023	arxiv 2307.14179
Boosting Semantic Segmentation from the Perspective of Explicit Class Embeddings	Yuhe Liu, Chuanjian Liu, Kai Han	2023	arxiv 2308.12894
Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation	Theodoros Pissas, Claudio S. Ravasio, Lyndon Da Cruz	2022	arxiv 2203.13409
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds	Xu Yan, Jiantao Gao, Chaoda Zheng	2022	arxiv 2207.04397
Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training	Yang Zou, Zhiding Yu, B. V. K. Vijaya Kumar	2018	arxiv 1810.07911
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations	Qi Jiang, Hao Shi, Shaohua Gao	2022	arxiv 2211.11257
Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation	Yazhou Yao, Tao Chen, Guosen Xie	2021	arxiv 2103.14581
Selective Masking based Self-Supervised Learning for Image Semantic Segmentation	Yuemin Wang, Ian Stavness	2025	arxiv 2512.06981
Personalized OVSS: Understanding Personal Concept in Open-Vocabulary Semantic Segmentation	Sunghyun Park, Jungsoo Lee, Shubhankar Borse	2025	arxiv 2507.11030
3rd Place Solution for PVUW2023 VSS Track: A Large Model for Semantic Segmentation on VSPW	Shijie Chang, Zeqi Hao, Ben Kang	2023	arxiv 2306.02291
Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels	Marvin Klingner, Andreas Bär, Philipp Donn	2020	arxiv 2005.06050
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images	Wentao Wang, Xili Wang	2024	arxiv 2409.10269
Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive Learning	Woo-Jin Ahn, Geun-Yeong Yang, Hyun-Duck Choi	2024	arxiv 2403.06122
Prototypical Kernel Learning and Open-set Foreground Perception for Generalized Few-shot Semantic Segmentation	Kai Huang, Feigege Wang, Ye Xi	2023	arxiv 2308.04952
P-SLCR: Unsupervised Point Cloud Semantic Segmentation via Prototypes Structure Learning and Consistent Reasoning	Lixin Zhan, Jie Jiang, Tianjian Zhou	2026	arxiv 2603.06321
ELKPPNet: An Edge-aware Neural Network with Large Kernel Pyramid Pooling for Learning Discriminative Features in Semantic Segmentation	Xianwei Zheng, Linxi Huan, Hanjiang Xiong	2019	arxiv 1906.11428
MarS3D: A Plug-and-Play Motion-Aware Model for Semantic Segmentation on Multi-Scan 3D Point Clouds	Jiahui Liu, Chirui Chang, Jianhui Liu	2023	arxiv 2307.09316
Few-Shot 3D Point Cloud Semantic Segmentation via Stratified Class-Specific Attention Based Transformer Network	Canyu Zhang, Zhenyao Wu, Xinyi Wu	2023	arxiv 2303.15654
Multi-Scale Feature Aggregation by Cross-Scale Pixel-to-Region Relation Operation for Semantic Segmentation	Yechao Bai, Ziyuan Huang, Lyuyu Shen	2021	arxiv 2106.01744

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