Matthieu Courbariaux
Matthieu Courbariaux
Verified email at umontreal.ca
Title
Cited by
Cited by
Year
Binarized neural networks
I Hubara, M Courbariaux, D Soudry, R El-Yaniv, Y Bengio
Advances in Neural Information Processing Systems, 4107-4115, 2016
2938*2016
Binaryconnect: Training deep neural networks with binary weights during propagations
M Courbariaux, Y Bengio, JP David
arXiv preprint arXiv:1511.00363, 2015
20182015
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
11202017
Training deep neural networks with low precision multiplications
M Courbariaux, Y Bengio, JP David
arXiv preprint arXiv:1412.7024, 2014
645*2014
Neural networks with few multiplications
Z Lin, M Courbariaux, R Memisevic, Y Bengio
arXiv preprint arXiv:1510.03009, 2015
2962015
Bnn+: Improved binary network training
S Darabi, M Belbahri, M Courbariaux, VP Nia
532018
Binarized neural networks: training deep neural networks with weights and activations constrained to+ 1 or-1. arXiv
M Courbariaux, I Hubara, D Soudry, R El-Yaniv, Y Bengio
arXiv preprint arXiv:1602.02830, 1-11, 2016
502016
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
172021
Regularized binary network training
S Darabi, M Belbahri, M Courbariaux, VP Nia
arXiv preprint arXiv:1812.11800, 2018
52018
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
Attention Based Pruning for Shift Networks
G Boukli Hacene, C Lassance, V Gripon, M Courbariaux, Y Bengio
arXiv e-prints, 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
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Articles 1–13