Ghouthi Boukli Hacene
Ghouthi Boukli Hacene
MILA, IMT Atlantique
Verified email at imt-atlantique.fr
Title
Cited by
Cited by
Year
Attention based pruning for shift networks
GB Hacene, C Lassance, V Gripon, M Courbariaux, Y Bengio
arXiv preprint arXiv:1905.12300, 2019
112019
Finding all matches in a database using binary neural networks
GB Hacene, V Gripon, N Farrugia, M Arzel, M Jezequel
COGNTIVE 2017, 67, 2017
102017
Budget restricted incremental learning with pre-trained convolutional neural networks and binary associative memories
GB Hacene, V Gripon, N Farrugia, M Arzel, M Jezequel
Journal of Signal Processing Systems 91 (9), 1063-1073, 2019
92019
Quantized guided pruning for efficient hardware implementations of convolutional neural networks
GB Hacene, V Gripon, M Arzel, N Farrugia, Y Bengio
arXiv preprint arXiv:1812.11337, 2018
72018
Training modern deep neural networks for memory-fault robustness
GB Hacene, F Leduc-Primeau, AB Soussia, V Gripon, F Gagnon
2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2019
62019
Transfer incremental learning using data augmentation
G Boukli Hacene, V Gripon, N Farrugia, M Arzel, M Jezequel
Applied Sciences 8 (12), 2512, 2018
62018
Introducing graph smoothness loss for training deep learning architectures
M Bontonou, C Lassance, GB Hacene, V Gripon, J Tang, A Ortega
arXiv preprint arXiv:1905.00301, 2019
52019
Deep geometric knowledge distillation with graphs
C Lassance, M Bontonou, GB Hacene, V Gripon, J Tang, A Ortega
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
42020
Improving accuracy of nonparametric transfer learning via vector segmentation
V Gripon, GB Hacene, M Löwe, F Vermet
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
32018
Incremental learning on chip
GB Hacene, V Gripon, N Farrugia, M Arzel, M Jezequel
2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2017
32017
Sparse Clustered Neural Networks for the Assignment Problem
S Medjkouh, GBH Bowen Xue
COGNTIVE 2017, 77, 2017
32017
Processing and learning deep neural networks on chip
GB Hacene
Ecole nationale supérieure Mines-Télécom Atlantique, 2019
22019
BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization
M Nikolić, GB Hacene, C Bannon, AD Lascorz, M Courbariaux, Y Bengio, ...
arXiv preprint arXiv:2002.03090, 2020
12020
ThriftyNets: Convolutional Neural Networks with Tiny Parameter Budget
G Coiffier, GB Hacene, V Gripon
arXiv preprint arXiv:2007.10106, 2020
2020
Quantized Guided Pruning for Efficient Hardware Implementations of Deep Neural Networks
GB Hacene, V Gripon, M Arzel, N Farrugia, Y Bengio
2020 18th IEEE International New Circuits and Systems Conference (NEWCAS …, 2020
2020
Training Modern Deep Neural Networks for Memory-Fault Robustness
G Boukli Hacene, F Leduc-Primeau, A Ben Soussia, V Gripon, F Gagnon
arXiv, arXiv: 1911.10287, 2019
2019
Efficient Hardware Implementation of Incremental Learning and Inference on Chip
G Boukli Hacene, V Gripon, N Farrugia, M Arzel, M Jezequel
arXiv, arXiv: 1911.07847, 2019
2019
Processing and learning deep neural networks on chip
G Boukli Hacene
Ecole nationale supérieure Mines-Télécom Atlantique Bretagne Pays de la Loire, 2019
2019
Robustesse des réseaux de neurones profonds aux défaillances mémoire
GB Hacene, F Leduc-Primeau, A Soussia, V Gripon, F Gagnon
GRETSI, 2019
2019
Efficient Hardware Implementation of Incremental Learning and Inference on Chip
GB Hacene, V Gripon, N Farrugia, M Arzel, M Jezequel
2019 17th IEEE International New Circuits and Systems Conference (NEWCAS), 1-4, 2019
2019
The system can't perform the operation now. Try again later.
Articles 1–20