Hugo Tessier

According to our database, Hugo Tessier authored at least 8 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

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).

Hugo Tessier

PhD thesis, 2023

ThinResNet: A New Baseline for Structured Convolutional Networks Pruning.

Hugo Tessier, Ghouthi Boukli Hacene, Vincent Gripon

CoRR, 2023

Pipelined Architecture for a Semantic Segmentation Neural Network on FPGA.

Hugo Le Blevec, Mathieu Léonardon, Hugo Tessier, Matthieu Arzel

Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

2022

Rethinking Weight Decay for Efficient Neural Network Pruning.

Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, Thomas Hannagan, David Bertrand

J. Imaging, 2022

Energy Consumption Analysis of Pruned Semantic Segmentation Networks on an Embedded GPU.

Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan

Proceedings of the Advances in System-Integrated Intelligence, 2022

Leveraging Structured Pruning of Convolutional Neural Networks.

Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan

Proceedings of the IEEE Workshop on Signal Processing Systems, 2022

Pruning Graph Convolutional Networks to Select Meaningful Graph Frequencies for FMRI Decoding.

Yassine El Ouahidi, Hugo Tessier, Giulia Lioi, Nicolas Farrugia, Bastien Pasdeloup, Vincent Gripon

Proceedings of the 30th European Signal Processing Conference, 2022

2020

Continuous Pruning of Deep Convolutional Networks Using Selective Weight Decay.

Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, Thomas Hannagan, David Bertrand

CoRR, 2020