Simplicial Complexes

Artificial Intelligence Computer Vision and Pattern Recognition

SIMPL: A Simple and Efficient Multi-agent Motion Prediction Baseline for Autonomous Driving

root February 6, 2024 0

The paper presents a Simple and efficient Motion Prediction baseLine (SIMPL) for autonomous vehicles. SIMPL provides real-time, accurate motion predictions for all relevant traffic participants. It does this through a…

Artificial Intelligence Machine Learning

Higher-order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes

root September 25, 2023 0

This academic article discusses the limitations of Graph Neural Networks (GNNs) in discerning higher-order interactions in complex systems. A novel approach is proposed, which uses the mathematical theory of simplicial…

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Simplicial Complexes

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