Vincent Gripon

Quantization and Deployment of Deep Neural Networks on Microcontrollers

Pierre-Emmanuel Novac, Ghouthi Boukli Hacene, Alain Pégatoquet et al. · Sensors · 2021 · 173 citations · Full text

Sparse Neural Networks With Large Learning Diversity

Vincent Gripon, Claude Berrou · IEEE Transactions on Neural Networks · 2011 · 142 citations · Full text

Engineering, Machine Learning, Neural Networks (Machine Learning) +16

Easy—Ensemble Augmented-Shot-Y-Shaped Learning: State-of-the-Art Few-Shot Classification with Simple Components

Yassir Bendou, Yuqing Hu, Raphael Lafargue et al. · Journal of Imaging · 2022 · 63 citations · Full text

Few-shot Learning, Pre-training, Machine Vision +15

Evaluating graph signal processing for neuroimaging through classification and dimensionality reduction

Mathilde Ménoret, Nicolas Farrugia, Bastien Pasdeloup et al. · 2017 · 59 citations

Engineering, Brain Mapping, Graph Signal Processing +19

SimiNet: A Novel Method for Quantifying Brain Network Similarity

Ahmad Mheich, Mahmoud Hassan, Mohamad Khalil et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 45 citations · Full text

Engineering, Similarity Measure, Social Sciences +21