Mathieu Léonardon
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Matthieu Arzel
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FLoCoRA: Federated Learning Compression With Low-Rank Adaptation
PEFSL: A deployment Pipeline for Embedded Few-Shot Learning on a FPGA SoC
Federated learning compression designed for lightweight communications
Federated learning compression designed for lightweight communications
Pipelined Architecture for a Semantic Segmentation Neural Network on FPGA
Pipelined Architecture for a Semantic Segmentation Neural Network on FPGA
Compression de réseaux de neurones pour l'apprentissage fédéré
Co-conception d'un réseau de neurones convolutif de segmentation sémantique et de son architecture matérielle
Leveraging Structured Pruning of Convolutional Neural Networks
Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU
Élagage de réseaux profond de neurones par dégradation sélective des pondérations
Investigating the Not-So-Obvious Effects of Structured Pruning
Rethinking Weight Decay for Efficient Neural Network Pruning
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