Search Results for author: Guillaume Michel

Found 2 papers, 1 papers with code

Weight Reparametrization for Budget-Aware Network Pruning

no code implementations8 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

DVOLVER: Efficient Pareto-Optimal Neural Network Architecture Search

1 code implementation ICLR 2019 Guillaume Michel, Mohammed Amine Alaoui, Alice Lebois, Amal Feriani, Mehdi Felhi

Amongst these models one architecture has the same Top-1 accuracy on ImageNet as NASNet-A mobile with 8% less floating point operations and another one has a Top-1 accuracy of 75. 28% on ImageNet exceeding by 0. 28% the best MobileNetV2 model for the same computational resources.

Neural Architecture Search

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