Matthieu Courbariaux

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 10

Top Topics

Error Back Propagation

Multi Layer Perceptron

Feed Forward Neural Networks

Top Venues

J. Mach. Learn. Res.

Publications

Milos Nikolic, Ghouthi Boukli Hacene, Ciaran Bannon, Alberto Delmas Lascorz, Matthieu Courbariaux, Omar Mohamed Awad, Isak Edo Vivancos, Yoshua Bengio, Vincent Gripon, Andreas Moshovos
BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization. ISCAS (2024)
Milos Nikolic, Ghouthi Boukli Hacene, Ciaran Bannon, Alberto Delmas Lascorz, Matthieu Courbariaux, Yoshua Bengio, Vincent Gripon, Andreas Moshovos
BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization. CoRR (2020)
Ghouthi Boukli Hacene, Carlos Lassance, Vincent Gripon, Matthieu Courbariaux, Yoshua Bengio
Attention Based Pruning for Shift Networks. ICPR (2020)
Ghouthi Boukli Hacene, Carlos Eduardo Rosar Kós Lassance, Vincent Gripon, Matthieu Courbariaux, Yoshua Bengio
Attention Based Pruning for Shift Networks. CoRR (2019)
Sajad Darabi, Mouloud Belbahri, Matthieu Courbariaux, Vahid Partovi Nia
BNN+: Improved Binary Network Training. CoRR (2018)
Itay Hubara, Matthieu Courbariaux, Daniel Soudry, Ran El-Yaniv, Yoshua Bengio
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations. J. Mach. Learn. Res. 18 (2017)
Matthieu Courbariaux, Yoshua Bengio
BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1. CoRR (2016)
Itay Hubara, Matthieu Courbariaux, Daniel Soudry, Ran El-Yaniv, Yoshua Bengio
Binarized Neural Networks. NIPS (2016)
Zhouhan Lin, Matthieu Courbariaux, Roland Memisevic, Yoshua Bengio
Neural Networks with Few Multiplications. ICLR (2016)
Itay Hubara, Matthieu Courbariaux, Daniel Soudry, Ran El-Yaniv, Yoshua Bengio
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations. CoRR (2016)
Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David
BinaryConnect: Training Deep Neural Networks with binary weights during propagations. NIPS (2015)
Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David
BinaryConnect: Training Deep Neural Networks with binary weights during propagations. CoRR (2015)
Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David
Low precision arithmetic for deep learning. ICLR (Workshop) (2015)