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Conference

HGExplainer: Explainable Heterogeneous Graph Neural Network

Subjects: Explainable Artificial Intelligence (XAI); Graph Neural Networks (GNNs); Heterogeneous NetworksVenice; ItalyVenice, Italy

  • Source: WI-IAT ; https://hal.science/hal-04220962 ; WI-IAT, Oct 2023, Venice, Italy. pp.221-229, ⟨10.1109/WI-IAT59888.2023.00035⟩

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Conference

Sparse Graph Neural Networks with Scikit-network

Subjects: Graph Neural Networks; Sparse Matrices; PythonMenton; FranceMenton, France

  • Source: Studies in Computational Intelligence Series ; Complex Networks ; https://hal.science/hal-04277248 ; Complex Networks, 2023, Menton, France

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Academic Journal

Graph-Based Spatial Segmentation of Health-Related Areal Data

Subjects: Graph-based signal segmentation; Piecewise constant estimation; Public Health

  • Source: ISSN: 0167-9473 ; Computational Statistics and Data Analysis ; https://hal.science/hal-03474990 ; Computational Statistics and Data Analysis, 2022, ⟨10.48550/arXiv.2206.06752⟩.

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Conference

TSGN: Temporal Scene Graph Neural Networks with Projected Vectorized Representation for Multi-Agent Motion Prediction

Subjects: [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]Anchorage; France

  • Source: 2023 IEEE Intelligent Vehicles Symposium (IV)https://minesparis-psl.hal.science/hal-043753582023 IEEE Intelligent Vehicles Symposium (IV), Jun 2023, Anchorage, France. pp.1-8,

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Conference

A graph-based color lines model for image analysis

Subjects: spectral representation; Color lines; minimum spanning treeTrento; ItalyTrento, Italy

  • Source: Image Analysis and Processing – ICIAP 2019 20th International Conference, Trento, Italy, September 9–13, 2019 ; International Conference on Image Analysis and Processing ;

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Conference

GOHOME: Graph-Oriented Heatmap Output for future Motion Estimation

Subjects: [INFO.INFO-RB]Computer Science [cs]/Robotics [cs.RO]; [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI]; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]United StatesPhiladelphie, United States

  • Source: IEEE International Conference on Robotics and Automation (ICRA) ; https://minesparis-psl.hal.science/hal-03683555 ; IEEE International Conference on Robotics and Automation (ICRA), May 2022,

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