Matthieu Courbariaux

13 papers A* 1B 1C 1Journal 7Unranked 3

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