no code implementations • 5 Mar 2024 • Simone Alberto Peirone, Francesca Pistilli, Antonio Alliegro, Giuseppe Averta
Human comprehension of a video stream is naturally broad: in a few instants, we are able to understand what is happening, the relevance and relationship of objects, and forecast what will follow in the near future, everything all at once.
1 code implementation • 29 Feb 2024 • Niccolò Cavagnero, Gabriele Rosi, Claudia Cuttano, Francesca Pistilli, Marco Ciccone, Giuseppe Averta, Fabio Cermelli
To fill this gap, we propose Prototype-based Efficient MaskFormer (PEM), an efficient transformer-based architecture that can operate in multiple segmentation tasks.
no code implementations • 6 Oct 2023 • Niccolò Cavagnero, Luca Robbiano, Francesca Pistilli, Barbara Caputo, Giuseppe Averta
Neural Networks design is a complex and often daunting task, particularly for resource-constrained scenarios typical of mobile-sized models.
no code implementations • 6 Oct 2023 • Francesca Pistilli, Giuseppe Averta
Deep neural networks for graphs have emerged as a powerful tool for learning on complex non-euclidean data, which is becoming increasingly common for a variety of different applications.
1 code implementation • ECCV 2020 • Francesca Pistilli, Giulia Fracastoro, Diego Valsesia, Enrico Magli
Point clouds are an increasingly relevant data type but they are often corrupted by noise.