most citedCompact representations of convolutional neural networks via weight pruning and quantization

3 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

cond-mat.soft2025

Modeling chiral active particles: from circular motion to odd interactions

Lorenzo Caprini, Alessandro Petrini, Umberto Marini Bettolo Marconi

In this paper, we discuss microscopic models for chiral active particles, i.e., rotating active units that exhibit circular or spinning motion. While non-chiral active particles ar…

cs.LG2021★ 3 cited

Compact representations of convolutional neural networks via weight pruning and quantization

Giosuè Cataldo Marinò, Alessandro Petrini, Dario Malchiodi +1

The state-of-the-art performance for several real-world problems is currently reached by convolutional neural networks (CNN). Such learning models exploit recent results in the fie…