Ghouthi Boukli Hacene
Ghouthi Boukli Hacene
MILA, IMT Atlantique
Adresse e-mail validée de imt-atlantique.fr
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Année
Attention based pruning for shift networks
GB Hacene, C Lassance, V Gripon, M Courbariaux, Y Bengio
2020 25th International Conference on Pattern Recognition (ICPR), 4054-4061, 2021
182021
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
162018
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
122019
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
112019
Finding all matches in a database using binary neural networks
GB Hacene, V Gripon, N Farrugia, M Arzel, M Jezequel
Proc. COGNITIVE'17, 59-64, 2017
112017
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
92020
Transfer incremental learning using data augmentation
G Boukli Hacene, V Gripon, N Farrugia, M Arzel, M Jezequel
Applied Sciences 8 (12), 2512, 2018
92018
Introducing graph smoothness loss for training deep learning architectures
M Bontonou, C Lassance, GB Hacene, V Gripon, J Tang, A Ortega
2019 IEEE Data Science Workshop (DSW), 160-164, 2019
82019
Processing and learning deep neural networks on chip
GB Hacene
Ecole nationale supérieure Mines-Télécom Atlantique, 2019
52019
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
42018
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
42017
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
32020
Sparse Clustered Neural Networks for the Assignment Problem
S Medjkouh, B Xue, GB Hacene
The Ninth International Conference on Advanced Cognitive Technologies and …, 2017
32017
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
12020
ThriftyNets: Convolutional Neural Networks with Tiny Parameter Budget
G Coiffier, G Boukli Hacene, V Gripon
IoT 2 (2), 222-235, 2021
2021
Deeplite NeutrinoTM: A BlackBox Framework for Constrained Deep Learning Model Optimization
A Sankaran, O Mastropietro, E Saboori, Y Idris, D Sawyer, ...
Proceedings of the AAAI Conference on Artificial Intelligence 35 (17), 15166 …, 2021
2021
DNN Quantization with Attention
GB Hacene, L Mauch, S Uhlich, F Cardinaux
arXiv preprint arXiv:2103.13322, 2021
2021
DNN Quantization with Attention
G Boukli Hacene, L Mauch, S Uhlich, F Cardinaux
arXiv e-prints, arXiv: 2103.13322, 2021
2021
Quantization and Deployment of Deep Neural Networks on Microcontrollers
PE Novac, GB Hacene, A Pegatoquet, B Miramond, V Gripon
Sensors 21 (9), 2984, 2021
2021
Deeplite Neutrino^{TM}: An End-to-End Framework for Constrained Deep Learning Model Optimization
A Sankaran, O Mastropietro, E Saboori, Y Idris, D Sawyer, ...
arXiv preprint arXiv:2101.04073, 2021
2021
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