11 citations · 11 across the 2 of their papers we have counts for
2 papers
cs.CV2022
Extracting Effective Subnetworks with Gumbel-Softmax
Robin Dupont, Mohammed Amine Alaoui, Hichem Sahbi +1
Large and performant neural networks are often overparameterized and can be drastically reduced in size and complexity thanks to pruning. Pruning is a group of methods, which seeks…
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…