BRAGAGNOLO, Andrea
BRAGAGNOLO, Andrea
INFORMATICA
A round-trip journey in pruned artificial neural networks
2023-01-01 Bragagnolo A.; Tartaglione E.; Dalmasso G.; Grangetto M.
Exploring the Design and Implementation of Pruning Techniques for Deep Neural Networks
2023-05-23
LOss-Based SensiTivity rEgulaRization: towards deep sparse neural networks
2020-01-01 Enzo Tartaglione; Andrea Bragagnolo; Marco Grangetto; Skjalg Lepsoy
LOss-Based SensiTivity rEgulaRization: Towards deep sparse neural networks
2022-01-01 Tartaglione, Enzo; Bragagnolo, Andrea; Fiandrotti, Attilio; Grangetto, Marco
METHOD AND APPARATUS FOR PRUNING NEURAL NETWORKS
2019-01-01 BRAGAGNOLO Andrea; FIANDROTTI A; GRANGETTO Marco; ODIERNA Francesco; TARTAGLIONE Enzo
On the Role of Structured Pruning for Neural Network Compression
2021-01-01 Bragagnolo, Andrea; Tartaglione, Enzo; Fiandrotti, Attilio; Grangetto, Marco
Pruning Artificial Neural Networks: A Way to Find Well-Generalizing, High-Entropy Sharp Minima
2020-01-01 Tartaglione E.; Bragagnolo A.; Grangetto M.
SeReNe: Sensitivity-Based Regularization of Neurons for Structured Sparsity in Neural Networks
2022-01-01 Tartaglione, Enzo; Bragagnolo, Andrea; Odierna, Francesco; Fiandrotti, Attilio; Grangetto, Marco
Shannon Strikes Again! Entropy-based Pruning in Deep Neural Networks for Transfer Learning under Extreme Memory and Computation Budgets
2023-01-01 Spadaro G.; Renzulli R.; Bragagnolo A.; Giraldo J.H.; Fiandrotti A.; Grangetto M.; Tartaglione E.
Simplify: A Python library for optimizing pruned neural networks
2022-01-01 Bragagnolo, Andrea; Barbano, Carlo Alberto
To update or not to update? Neurons at equilibrium in deep models
2022-01-01 Andrea Bragagnolo, Enzo Tartaglione, Marco Grangetto