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Vincent Gripon

12
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"matthieu-arzel"
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Investigating the Not-So-Obvious Effects of Structured Pruning

Hugo Tessier , Vincent Gripon , Mathieu Léonardon , Matthieu Arzel , David Bertrand
ICML 2022 - Hardware-aware efficient training (HAET), Jul 2022, Baltimore, United States
Communication dans un congrès hal-03706472v1

Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU

Hugo Tessier , Vincent Gripon , Mathieu Léonardon , Matthieu Arzel , David Bertrand
SYSINT 2022: International Conference on System-Integrated Intelligence, Springer, Sep 2022, Genova, Italy. pp.553-563, ⟨10.1007/978-3-031-16281-7_52⟩
Communication dans un congrès hal-03767636v1

Leveraging Structured Pruning of Convolutional Neural Networks

Hugo Tessier , Vincent Gripon , Mathieu Leonardon , Matthieu Arzel , David Bertrand
SiPS 2022: IEEE Workshop on Signal Processing Systems, Nov 2022, Rennes, France. pp.1-6, ⟨10.1109/SiPS55645.2022.9919253⟩
Communication dans un congrès hal-03767634v1
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Élagage de réseaux profond de neurones par dégradation sélective des pondérations

Hugo Tessier , Vincent Gripon , Mathieu Léonardon , Matthieu Arzel , Thomas Hannagan
GRETSI 2022 : 28ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2022, Nancy, France
Communication dans un congrès hal-03695958v1

Quantized Guided Pruning for Efficient Hardware Implementations of Deep Neural Networks

Ghouthi Boukli Hacene , Vincent Gripon , Matthieu Arzel , Nicolas Farrugia , Yoshua Bengio
NEWCAS 2020 : 18th IEEE International New Circuits and Systems Conference, Jun 2020, Montréal, Canada. pp.206-209, ⟨10.1109/NEWCAS49341.2020.9159769⟩
Communication dans un congrès hal-02934543v1

Efficient Hardware Implementation of Incremental Learning and Inference on Chip

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel
NEWCAS 2019 : 17th IEEE International New Circuits and Systems Conference, Jun 2019, Munich, Germany. ⟨10.1109/NEWCAS44328.2019.8961310⟩
Communication dans un congrès hal-02487476v1
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Finding All Matches in a Database using Binary Neural Networks

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel
COGNITIVE 2017: The Ninth International Conference on Advanced Cognitive Technologies and Applications, Feb 2017, Athènes, Greece. pp.59-64
Communication dans un congrès hal-01522646v1
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Budget Restricted Incremental Learning with Pre-Trained Convolutional Neural Networks and Binary Associative Memories

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel
SIPS 2017 : IEEE International Workshop on Signal Processing Systems, Oct 2017, Lorient, France. pp.1 - 4, ⟨10.1109/SiPS.2017.8109978⟩
Communication dans un congrès hal-01656152v1
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Incremental Learning on Chip

Ghouthi Boukli Hacene , Vincent Gripon , Nicolas Farrugia , Matthieu Arzel , Michel Jezequel
GlobalSIP 2017 : 5th IEEE Global Conference on Signal and Information Processing, Nov 2017, Montréal, Canada. ⟨10.1109/GlobalSIP.2017.8309068⟩
Communication dans un congrès hal-01754847v1