Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations	Haoyu Xie, Changqi Wang, Mingkai Zheng	2022	arxiv 2210.14670
LEMMA: Laplacian pyramids for Efficient Marine SeMAntic Segmentation	Ishaan Gakhar, Laven Srivastava, Sankarshanaa Sagaram	2026	arxiv 2603.25689
Unsupervised domain adaptation semantic segmentation of high-resolution remote sensing imagery with invariant domain-level prototype memory	Jingru Zhu, Ya Guo, Geng Sun	2022	arxiv 2208.07722
Open-Set Domain Adaptation for Semantic Segmentation	Seun-An Choe, Ah-Hyung Shin, Keon-Hee Park	2024	arxiv 2405.19899
Mask Propagation for Efficient Video Semantic Segmentation	Yuetian Weng, Mingfei Han, Haoyu He	2023	arxiv 2310.18954
Towards Semi-supervised Dual-modal Semantic Segmentation	Qiulei Dong, Jianan Li, Shuang Deng	2024	arxiv 2409.13325
Fully Convolutional Adaptation Networks for Semantic Segmentation	Yiheng Zhang, Zhaofan Qiu, Ting Yao	2018	arxiv 1804.08286
HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images	Johan Vertens, Jannik Zürn, Wolfram Burgard	2020	arxiv 2003.04645
Transferring Styles for Reduced Texture Bias and Improved Robustness in Semantic Segmentation Networks	Ben Hamscher, Edgar Heinert, Annika Mütze	2025	arxiv 2507.10239
OpenTrench3D: A Photogrammetric 3D Point Cloud Dataset for Semantic Segmentation of Underground Utilities	Lasse H. Hansen, Simon B. Jensen, Mark P. Philipsen	2024	arxiv 2404.07711
TransAdapt: A Transformative Framework for Online Test Time Adaptive Semantic Segmentation	Debasmit Das, Shubhankar Borse, Hyojin Park	2023	arxiv 2302.14611
A Comparison and Strategy of Semantic Segmentation on Remote Sensing Images	Junxing Hu, Ling Li, Yijun Lin	2019	arxiv 1905.10231
TORNADO-Net: mulTiview tOtal vaRiatioN semAntic segmentation with Diamond inceptiOn module	Martin Gerdzhev, Ryan Razani, Ehsan Taghavi	2020	arxiv 2008.10544
MAVNet: an Effective Semantic Segmentation Micro-Network for MAV-based Tasks	Ty Nguyen, Shreyas S. Shivakumar, Ian D. Miller	2019	arxiv 1904.01795
Look, Listen and Segment: Towards Weakly Supervised Audio-visual Semantic Segmentation	Chengzhi Li, Heyan Huang, Ping Jian	2026	arxiv 2603.21948
All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation	Wei-Lun Chang, Hui-Po Wang, Wen-Hsiao Peng	2019	arxiv 1903.12212
Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes	Xi Weng, Yan Yan, Genshun Dong	2022	arxiv 2203.04037
Deep Learning-Based Semantic Segmentation of Microscale Objects	Ekta U. Samani, Wei Guo, Ashis G. Banerjee	2019	arxiv 1907.03576
AMMNet: An Asymmetric Multi-Modal Network for Remote Sensing Semantic Segmentation	Hui Ye, Haodong Chen, Zeke Zexi Hu	2025	arxiv 2507.16158
Global and Local Texture Randomization for Synthetic-to-Real Semantic Segmentation	Duo Peng, Yinjie Lei, Lingqiao Liu	2021	arxiv 2108.02376

Search results