David Bertrand

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 8

Top Topics

Semantic Segmentation

Pruning Methods

Top Venues

Comput. Methods Programs Biomed.

Publications

Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan
Leveraging Structured Pruning of Convolutional Neural Networks. SiPS (2022)
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)
Ruisen Fu, Yili Feng, Yang Liu, Xing Gao, David Bertrand, Tianming Du, Youjun Liu, Bettina M. Willie, Haisheng Yang
Effect of the accordion technique on bone regeneration during distraction osteogenesis: A computational study. Comput. Methods Programs Biomed. 227 (2022)
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 (2022)
Ruisen Fu, David Bertrand, Jianing Wang, Kyle Kavaseri, Yili Feng, Tianming Du, Youjun Liu, Bettina M. Willie, Haisheng Yang
monitoring bone regeneration during distraction osteogenesis of the mouse femur. Comput. Methods Programs Biomed. 216 (2022)
Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, Thomas Hannagan, David Bertrand
Rethinking Weight Decay for Efficient Neural Network Pruning. J. Imaging 8 (3) (2022)
Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, David Bertrand, Thomas Hannagan
Leveraging Structured Pruning of Convolutional Neural Networks. CoRR (2022)
Hugo Tessier, Vincent Gripon, Mathieu Léonardon, Matthieu Arzel, Thomas Hannagan, David Bertrand
Continuous Pruning of Deep Convolutional Networks Using Selective Weight Decay. CoRR (2020)