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07/19/2022
To update or not to update? Neurons at equilibrium in deep models
Recent advances in deep learning optimization showed that, with some a-p...
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02/07/2021
SeReNe: Sensitivity based Regularization of Neurons for Structured Sparsity in Neural Networks
Deep neural networks include millions of learnable parameters, making th...
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11/16/2020
LOss-Based SensiTivity rEgulaRization: towards deep sparse neural networks
LOBSTER (LOss-Based SensiTivity rEgulaRization) is a method for training...
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04/30/2020