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Hugo Tessier
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2020 – today
- 2023
- [b1]Hugo Tessier:
Convolutional neural networks pruning and its application to embedded vision systems. (Élagage de réseaux de neurones convolutifs et son application aux systèmes embarqués de vision par ordinateur). IMT Atlantique Bretagne Pays de la Loire, Brest, France, 2023 - [c4]Hugo Le Blevec, Mathieu Léonardon, Hugo Tessier, Matthieu Arzel:
Pipelined Architecture for a Semantic Segmentation Neural Network on FPGA. ICECS 2023: 1-4 - [i5]Hugo Tessier, Ghouthi Boukli Hacene, Vincent Gripon:
ThinResNet: A New Baseline for Structured Convolutional Networks Pruning. CoRR abs/2309.12854 (2023) - 2022
- [j1]Hugo Tessier
, Vincent Gripon
Rethinking Weight Decay for Efficient Neural Network Pruning. J. Imaging 8(3): 64 (2022) - [c3]Yassine El Ouahidi, Hugo Tessier, Giulia Lioi, Nicolas Farrugia, Bastien Pasdeloup, Vincent Gripon:
Pruning Graph Convolutional Networks to Select Meaningful Graph Frequencies for FMRI Decoding. EUSIPCO 2022: 937-941 - [c2]Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan:
Leveraging Structured Pruning of Convolutional Neural Networks. SiPS 2022: 1-6 - [c1]Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan:
Energy Consumption Analysis of Pruned Semantic Segmentation Networks on an Embedded GPU. SYSINT 2022: 553-563 - [i4]Yassine El Ouahidi, Hugo Tessier, Giulia Lioi, Nicolas Farrugia, Bastien Pasdeloup, Vincent Gripon:
Pruning Graph Convolutional Networks to select meaningful graph frequencies for fMRI decoding. CoRR abs/2203.04455 (2022) - [i3]Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan:
Leveraging Structured Pruning of Convolutional Neural Networks. CoRR abs/2206.06247 (2022) - [i2]Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan:
Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU. CoRR abs/2206.06255 (2022) - 2020
- [i1]Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, Thomas Hannagan, David Bertrand:
Continuous Pruning of Deep Convolutional Networks Using Selective Weight Decay. CoRR abs/2011.10520 (2020)
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