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20202026
most citedLOss-Based SensiTivity rEgulaRization: towards deep sparse neural networks

30 citations · 61 across the 8 of their papers we have counts for

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cs.LG2021★ 19 cited

SeReNe: Sensitivity based Regularization of Neurons for Structured Sparsity in Neural Networks

Enzo Tartaglione, Andrea Bragagnolo, Francesco Odierna +2

Deep neural networks include millions of learnable parameters, making their deployment over resource-constrained devices problematic. SeReNe (Sensitivity-based Regularization of Ne…