Extracting Effective Subnetworks with Gumbel-Softmax

1 code implementation • 25 Feb 2022 • Robin Dupont, Mohammed Amine Alaoui, Hichem Sahbi, Alice Lebois

Pruning is a group of methods, which seeks to remove redundant or unnecessary weights or groups of weights in a network.

Weight Reparametrization for Budget-Aware Network Pruning

no code implementations • 8 Jul 2021 • Robin Dupont, Hichem Sahbi, Guillaume Michel

In this paper, we introduce an "end-to-end" lightweight network design that achieves training and pruning simultaneously without fine-tuning.

Network Pruning