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
1 code implementation • 9 Sep 2022 • Andrea Rosasco, Stefano Berti, Fabrizio Bottarel, Michele Colledanchise, Lorenzo Natale
Many robotic tasks involving some form of 3D visual perception greatly benefit from a complete knowledge of the working environment.
no code implementations • 8 Jul 2021 • Andrea Valenti, Stefano Berti, Davide Bacciu
The polyphonic nature of music makes the application of deep learning to music modelling a challenging task.
no code implementations • 4 Feb 2021 • Stefano Berti, Guillaume Lapeyre
Turbulence in the upper ocean in the submesoscale range (scales smaller than the deformation radius) plays an important role for the heat exchange with the atmosphere and for oceanic biogeochemistry.
Fluid Dynamics
no code implementations • 4 Feb 2021 • Dário Oliveira Canossi, Gilmar Mompean, Stefano Berti
We report evidence of irregular unsteady flow of two-dimensional polymer solutions in the absence of inertia in cross-slot geometry using numerical simulations of Oldroyd-B model.
Soft Condensed Matter Chaotic Dynamics Fluid Dynamics