Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
MoDA: Leveraging Motion Priors from Videos for Advancing Unsupervised Domain Adaptation in Semantic Segmentation	Fei Pan, Xu Yin, Seokju Lee	2023	arxiv 2309.11711
An Enhanced Encoder-Decoder Network Architecture for Reducing Information Loss in Image Semantic Segmentation	Zijun Gao, Qi Wang, Taiyuan Mei	2024	arxiv 2406.01605
Push-the-Boundary: Boundary-aware Feature Propagation for Semantic Segmentation of 3D Point Clouds	Shenglan Du, Nail Ibrahimli, Jantien Stoter	2022	arxiv 2212.12402
MARS: Model-agnostic Biased Object Removal without Additional Supervision for Weakly-Supervised Semantic Segmentation	Sanghyun Jo, In-Jae Yu, Kyungsu Kim	2023	arxiv 2304.09913
Scribble Hides Class: Promoting Scribble-Based Weakly-Supervised Semantic Segmentation with Its Class Label	Xinliang Zhang, Lei Zhu, Hangzhou He	2024	arxiv 2402.17555
An Attention-Fused Network for Semantic Segmentation of Very-High-Resolution Remote Sensing Imagery	Xuan Yang, Shanshan Li, Zhengchao Chen	2021	arxiv 2105.04132
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation	Gabriele Rosi, Fabio Cermelli	2025	arxiv 2505.06280
Feasibility of Indoor Frame-Wise Lidar Semantic Segmentation via Distillation from Visual Foundation Model	Haiyang Wu, Juan J. Gonzales Torres, George Vosselman	2026	arxiv 2604.18831
Multiview Cross-supervision for Semantic Segmentation	Yuan Yao, Hyun Soo Park	2018	arxiv 1812.01738
Spatial Frequency Modulation for Semantic Segmentation	Linwei Chen, Ying Fu, Lin Gu	2025	arxiv 2507.11893
Few-Shot Semantic Segmentation Meets SAM3	Yi-Jen Tsai, Yen-Yu Lin, Chien-Yao Wang	2026	arxiv 2604.05433
Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics using CNNs	Andres Milioto, Cyrill Stachniss	2018	arxiv 1802.08960
Distribution-aware Margin Calibration for Semantic Segmentation in Images	Litao Yu, Zhibin Li, Min Xu	2021	arxiv 2112.11554
An Empirical Study on Multi-Domain Robust Semantic Segmentation	Yajie Liu, Pu Ge, Qingjie Liu	2022	arxiv 2212.04221
A Miniaturized Semantic Segmentation Method for Remote Sensing Image	Shou-Yu Chen, Guang-Sheng Chen, Wei-Peng Jing	2018	arxiv 1810.11603
Efficacy of Pixel-Level OOD Detection for Semantic Segmentation	Matt Angus, Krzysztof Czarnecki, Rick Salay	2019	arxiv 1911.02897
A Cross-Season Correspondence Dataset for Robust Semantic Segmentation	M\aans Larsson, Erik Stenborg, Lars Hammarstrand	2019	arxiv 1903.06916
Technical Report of 2023 ABO Fine-grained Semantic Segmentation Competition	Zeyu Dong	2023	arxiv 2310.00427
Domain Adaptation for Semantic Segmentation via Patch-Wise Contrastive Learning	Weizhe Liu, David Ferstl, Samuel Schulter	2021	arxiv 2104.11056
A new weakly supervised approach for ALS point cloud semantic segmentation	Puzuo Wang, Wei Yao	2021	arxiv 2110.01462

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