The impact of Compositionality in Zero-shot Multi-label action recognition for Object-based tasks

no code implementations • 14 May 2024 • Carmela Calabrese, Stefano Berti, Giulia Pasquale, Lorenzo Natale

We validate our method on the Charades dataset that includes a majority of object-based actions, demonstrating that -- despite its simplicity -- our method performs favorably with respect to existing methods on the complete dataset, and promising performance when tested on unseen actions.

Action Recognition In Videos Multi-Label Image Classification +1

Intermittent yet coordinated regional strategies can alleviate the COVID-19 epidemic: a network model of the Italian case

no code implementations • 15 May 2020 • Fabio Della Rossa, Davide Salzano, Anna Di Meglio, Francesco De Lellis, Marco Coraggio, Carmela Calabrese, Agostino Guarino, Ricardo Cardona, Pietro DeLellis, Davide Liuzza, Francesco Lo Iudice, Giovanni Russo, Mario di Bernardo

Using the model, we confirm the effectiveness at the regional level of the national lockdown strategy implemented so far by the Italian government to mitigate the spread of the disease and show its efficacy at the regional level.

Physics and Society Populations and Evolution 93C10, 92D30, 92D25 J.2