Matthieu Courbariaux

According to our database, Matthieu Courbariaux authored at least 10 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization.

Milos Nikolic, Ghouthi Boukli Hacene, Ciaran Bannon, Alberto Delmas Lascorz, Matthieu Courbariaux, Omar Mohamed Awad, Isak Edo Vivancos, Yoshua Bengio, Vincent Gripon, Andreas Moshovos

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024

2020

BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization.

Milos Nikolic, Ghouthi Boukli Hacene, Ciaran Bannon, Alberto Delmas Lascorz, Matthieu Courbariaux, Yoshua Bengio, Vincent Gripon, Andreas Moshovos

CoRR, 2020

Attention Based Pruning for Shift Networks.

Ghouthi Boukli Hacene, Carlos Lassance, Vincent Gripon, Matthieu Courbariaux, Yoshua Bengio

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2018

BNN+: Improved Binary Network Training.

Sajad Darabi, Mouloud Belbahri, Matthieu Courbariaux, Vahid Partovi Nia

CoRR, 2018

2017

Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations.

Itay Hubara, Matthieu Courbariaux, Daniel Soudry, Ran El-Yaniv, Yoshua Bengio

J. Mach. Learn. Res., 2017

2016

Neural Networks with Few Multiplications.

Zhouhan Lin, Matthieu Courbariaux, Roland Memisevic, Yoshua Bengio

Proceedings of the 4th International Conference on Learning Representations, 2016

BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1.

Matthieu Courbariaux, Yoshua Bengio

CoRR, 2016

Binarized Neural Networks.

Itay Hubara, Matthieu Courbariaux, Daniel Soudry, Ran El-Yaniv, Yoshua Bengio

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Low precision arithmetic for deep learning.

Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David

Proceedings of the 3rd International Conference on Learning Representations, 2015

BinaryConnect: Training Deep Neural Networks with binary weights during propagations.

Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015