Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
DUDES: Deep Uncertainty Distillation using Ensembles for Semantic Segmentation	Steven Landgraf, Kira Wursthorn, Markus Hillemann	2023	arxiv 2303.09843
A Strong Baseline for Generalized Few-Shot Semantic Segmentation	Sina Hajimiri, Malik Boudiaf, Ismail Ben Ayed	2022	arxiv 2211.14126
On Evaluating the Adversarial Robustness of Semantic Segmentation Models	Levente Halmosi, Mark Jelasity	2023	arxiv 2306.14217
U-CE: Uncertainty-aware Cross-Entropy for Semantic Segmentation	Steven Landgraf, Markus Hillemann, Kira Wursthorn	2023	arxiv 2307.09947
Lavender Autonomous Navigation with Semantic Segmentation at the Edge	Alessandro Navone, Fabrizio Romanelli, Marco Ambrosio	2023	arxiv 2309.06863
Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation	Zhaochong An, Guolei Sun, Yun Liu	2024	arxiv 2410.22489
Approximate Size Targets Are Sufficient for Accurate Semantic Segmentation	Xingye Fan, Zhongwen (Rex) Zhang, Yuri Boykov	2025	arxiv 2503.06954
Noisy-LSTM: Improving Temporal Awareness for Video Semantic Segmentation	Bowen Wang, Liangzhi Li, Yuta Nakashima	2020	arxiv 2010.09466
Predicting Depth from Semantic Segmentation using Game Engine Dataset	Mohammad Amin Kashi	2021	arxiv 2106.15257
Simple Does It: Weakly Supervised Instance and Semantic Segmentation	Anna Khoreva, Rodrigo Benenson, Jan Hosang	2016	arxiv 1603.07485
Label Refinement Network for Coarse-to-Fine Semantic Segmentation	Md Amirul Islam, Shujon Naha, Mrigank Rochan	2017	arxiv 1703.00551
Semantic Segmentation of Solar Radio Spikes at Low Frequencies	Pearse C. Murphy, Stéphane Aicardi, Baptiste Cecconi	2024	arxiv 2403.08546
FLARES: Fast and Accurate LiDAR Multi-Range Semantic Segmentation	Bin Yang, Alexandru Paul Condurache	2025	arxiv 2502.09274
Weakly-Supervised Semantic Segmentation of Ships Using Thermal Imagery	Rushil Joshi, Ethan Adams, Matthew Ziemann	2022	arxiv 2212.13170
Semantic Segmentation in Satellite Hyperspectral Imagery by Deep Learning	Jon Alvarez Justo, Alexandru Ghita, Daniel Kovac	2023	arxiv 2310.16210
Reproducibility of "FDA: Fourier Domain Adaptation forSemantic Segmentation	Arnesh Kumar Issar, Kirtan Mali, Aryan Mehta	2021	arxiv 2104.14749
Evaluating Transformer-based Semantic Segmentation Networks for Pathological Image Segmentation	Cam Nguyen, Zuhayr Asad, Yuankai Huo	2021	arxiv 2108.11993
Edge-preserving Domain Adaptation for semantic segmentation of Medical Images	Thong Vo, Naimul Khan	2021	arxiv 2111.09847
How Low Can We Go? Pixel Annotation for Semantic Segmentation	Daniel Kigli, Ariel Shamir, Shai Avidan	2022	arxiv 2201.10448
Semi-supervision semantic segmentation with uncertainty-guided self cross supervision	Yunyang Zhang, Zhiqiang Gong, Xiaohu Zheng	2022	arxiv 2203.05118

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