Research

Papers for “semantic segmentation”

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

Title	Authors	Year	Source
Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models	Xiaoyu Zhu, Hao Zhou, Pengfei Xing	2024	arxiv 2407.13642
LapSeg3D: Weakly Supervised Semantic Segmentation of Point Clouds Representing Laparoscopic Scenes	Benjamin Alt, Christian Kunz, Darko Katic	2022	arxiv 2207.07418
Neural networks for semantic segmentation of historical city maps: Cross-cultural performance and the impact of figurative diversity	Rémi Petitpierre	2021	arxiv 2101.12478
An Evaluation of RGB and LiDAR Fusion for Semantic Segmentation	Amr S. Mohamed, Ali Abdelkader, Mohamed Anany	2021	arxiv 2108.07661
DASNet: Reducing Pixel-level Annotations for Instance and Semantic Segmentation	Chuang Niu, Shenghan Ren, Jimin Liang	2018	arxiv 1809.06013
Two-Stream UNET Networks for Semantic Segmentation in Medical Images	Xin Chen, Ke Ding	2022	arxiv 2207.13337
Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation	Keumgang Cha, Junghoon Seo, Yeji Choi	2021	arxiv 2109.00120
Learning random-walk label propagation for weakly-supervised semantic segmentation	Paul Vernaza, Manmohan Chandraker	2018	arxiv 1802.00470
Joint Depth Prediction and Semantic Segmentation with Multi-View SAM	Mykhailo Shvets, Dongxu Zhao, Marc Niethammer	2023	arxiv 2311.00134
Hierarchical Insights: Exploiting Structural Similarities for Reliable 3D Semantic Segmentation	Mariella Dreissig, Simon Ruehle, Florian Piewak	2024	arxiv 2404.06124
MFPNet: Multi-scale Feature Propagation Network For Lightweight Semantic Segmentation	Guoan Xu, Wenjing Jia, Tao Wu	2023	arxiv 2309.04914
Deep feature selection-and-fusion for RGB-D semantic segmentation	Yuejiao Su, Yuan Yuan, Zhiyu Jiang	2021	arxiv 2105.04102
SegSplat: Feed-forward Gaussian Splatting and Open-Set Semantic Segmentation	Peter Siegel, Federico Tombari, Marc Pollefeys	2025	arxiv 2511.18386
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation	Ayoub Karine, Thibault Napoléon, Maher Jridi	2024	arxiv 2403.18490
RECALL: Replay-based Continual Learning in Semantic Segmentation	Andrea Maracani, Umberto Michieli, Marco Toldo	2021	arxiv 2108.03673
Random Ferns for Semantic Segmentation of PolSAR Images	Pengchao Wei, Ronny Hänsch	2022	arxiv 2202.03498
Balancing Logit Variation for Long-tailed Semantic Segmentation	Yuchao Wang, Jingjing Fei, Haochen Wang	2023	arxiv 2306.02061
Light-Weight RefineNet for Real-Time Semantic Segmentation	Vladimir Nekrasov, Chunhua Shen, Ian Reid	2018	arxiv 1810.03272
Knowledge Distillation for Incremental Learning in Semantic Segmentation	Umberto Michieli, Pietro Zanuttigh	2019	arxiv 1911.03462
Residual Pyramid Learning for Single-Shot Semantic Segmentation	Xiaoyu Chen, Xiaotian Lou, Lianfa Bai	2019	arxiv 1903.09746

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