Search Results for author: Alessio Monti

Found 3 papers, 1 papers with code

How many Observations are Enough? Knowledge Distillation for Trajectory Forecasting

no code implementations CVPR 2022 Alessio Monti, Angelo Porrello, Simone Calderara, Pasquale Coscia, Lamberto Ballan, Rita Cucchiara

To this end, we conceive a novel distillation strategy that allows a knowledge transfer from a teacher network to a student one, the latter fed with fewer observations (just two ones).

Knowledge Distillation Trajectory Forecasting +1

Surface Impedance Modeling of All-Dielectric Metasurfaces

no code implementations17 Dec 2020 Alessio Monti, Andrea Alù, Alessandro Toscano, Filiberto Bilotti

We develop a simple and reliable analytical model that allows describing the electromagnetic response of all-dielectric metasurfaces consisting of a single-layer array of high-permittivity spherical particles.

Classical Physics Optics

DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting

1 code implementation26 May 2020 Alessio Monti, Alessia Bertugli, Simone Calderara, Rita Cucchiara

Understanding human motion behaviour is a critical task for several possible applications like self-driving cars or social robots, and in general for all those settings where an autonomous agent has to navigate inside a human-centric environment.

Human motion prediction Multi-future Trajectory Prediction +3

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