28 citations
- Centre National de la Recherche ScientifiqueFR6 papers
- Heuristics and Diagnostics for Complex SystemsFR2 papers
- IMT AtlantiqueFR2 papers
- Laboratoire des Sciences et Techniques de l’Information de la Communication et de la ConnaissanceFR2 papers
- Université de Bretagne OccidentaleFR2 papers
- Université de Technologie de CompiègneFR2 papers
- Aix-Marseille UniversitéFR1 paper
- Centre National d'Études SpatialesFR1 paper
- ETH ZurichCH1 paper
- Institut d'Astrophysique de ParisFR1 paper
- Institut PascalFR1 paper
- Laboratoire Albert FertFR1 paper
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cs.NE2022★ 1 cited
Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU
Hugo Tessier, Vincent Gripon, Mathieu Léonardon +3
Deep neural networks are the state of the art in many computer vision tasks. Their deployment in the context of autonomous vehicles is of particular interest, since their limitatio…
cs.NE2020★ 28 cited
Rethinking Weight Decay For Efficient Neural Network Pruning
Hugo Tessier, Vincent Gripon, Mathieu Léonardon +3
Introduced in the late 1980s for generalization purposes, pruning has now become a staple for compressing deep neural networks. Despite many innovations in recent decades, pruning…