11 citations · 24 across the 6 of their papers we have counts for
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cs.CV2021
Weight Reparametrization for Budget-Aware Network Pruning
Robin Dupont, Hichem Sahbi, Guillaume Michel
Pruning seeks to design lightweight architectures by removing redundant weights in overparameterized networks. Most of the existing techniques first remove structured sub-networks…
cs.CV2019★ 11 cited
DVOLVER: Efficient Pareto-Optimal Neural Network Architecture Search
Guillaume Michel, Mohammed Amine Alaoui, Alice Lebois +2
Automatic search of neural network architectures is a standing research topic. In addition to the fact that it presents a faster alternative to hand-designed architectures, it can…