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Andrea Bragagnolo

TEP-ones: A simple yet effective approach for transferability estimation of pruned backbones
A round-trip journey in pruned artificial neural networks
Shannon Strikes Again! Entropy-based Pruning in Deep Neural Networks for Transfer Learning under Extreme Memory and Computation Budgets
LOss-Based SensiTivity rEgulaRization: Towards deep sparse neural networks
SeReNe: Sensitivity-Based Regularization of Neurons for Structured Sparsity in Neural Networks
To update or not to update? Neurons at equilibrium in deep models
ON THE ROLE OF STRUCTURED PRUNING FOR NEURAL NETWORK COMPRESSION
Pruning Artificial Neural Networks: A Way to Find Well-Generalizing, High-Entropy Sharp Minima

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