Matthieu Courbariaux
Matthieu Courbariaux
Verified email at umontreal.ca
TitleCited byYear
Binarized neural networks
I Hubara, M Courbariaux, D Soudry, R El-Yaniv, Y Bengio
Advances in Neural Information Processing Systems, 4107-4115, 2016
1689*2016
Binaryconnect: Training deep neural networks with binary weights during propagations
M Courbariaux, Y Bengio, JP David
Advances in neural information processing systems, 3123-3131, 2015
12022015
Quantized neural networks: Training neural networks with low precision weights and activations
I Hubara, M Courbariaux, D Soudry, R El-Yaniv, Y Bengio
The Journal of Machine Learning Research 18 (1), 6869-6898, 2017
5692017
Training deep neural networks with low precision multiplications
M Courbariaux, Y Bengio, JP David
arXiv preprint arXiv:1412.7024, 2014
326*2014
Neural networks with few multiplications
Z Lin, M Courbariaux, R Memisevic, Y Bengio
arXiv preprint arXiv:1510.03009, 2015
2142015
Low precision arithmetic for deep learning.
M Courbariaux, Y Bengio, JP David
ICLR (Workshop), 2015
1482015
BNN+: Improved binary network training
S Darabi, M Belbahri, M Courbariaux, VP Nia
arXiv preprint arXiv:1812.11800, 2018
172018
Attention based pruning for shift networks
GB Hacene, C Lassance, V Gripon, M Courbariaux, Y Bengio
arXiv preprint arXiv:1905.12300, 2019
32019
Attention Based Pruning for Shift Networks
G Boukli Hacene, C Lassance, V Gripon, M Courbariaux, Y Bengio
arXiv preprint arXiv:1905.12300, 2019
2019
Réduire la précision et le nombre des multiplications nécessaires à l'entraînement d'un réseau de neurones
M Courbariaux
École Polytechnique de Montréal, 2015
2015
Foothill Regularizer as a Binary Quantizer
M Belbahri, E Sari, S Darabi, X Li, M Courbariaux, VP Nia
Regularized Binary Network Training
S Darabi, M Belbahri, M Courbariaux, VP Nia
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Articles 1–12