Nicu Sebe

Plug-and-Play CNN for Crowd Motion Analysis: An Application in Abnormal Event Detection

2018

Most of the crowd abnormal event detection methods rely on complex hand-crafted features to represent the crowd motion and appearance. Convolutional Neural Networks (CNN) have shown to be a powerful instrument with excellent representational capacities, …

A Correlation Manifold Self-Attention Network for EEG Decoding

2025

Riemannian neural networks, which generalize the deep learning paradigm to non-Euclidean geometries, have garnered widespread attention across diverse applications in artificial intelligence. Among these, the representative attention models have been studied on various non-Euclidean spaces …