BinaryConnect: Training Deep Neural Networks with binary weights during propagations. - Matthieu Courbariaux; Yoshua Bengio; Jean-Pierre David (NIPS, 2015)

Low precision arithmetic for deep learning. - Matthieu Courbariaux; Yoshua Bengio; Jean-Pierre David (ICLR (Workshop), 2015)

Binarized Neural Networks. - Itay Hubara; Matthieu Courbariaux; Daniel Soudry; Ran El-Yaniv; Yoshua Bengio (NIPS, 2016)

BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1. - Matthieu Courbariaux; Yoshua Bengio (CoRR, 2016)

Neural Networks with Few Multiplications. - Zhouhan Lin; Matthieu Courbariaux; Roland Memisevic; Yoshua Bengio (ICLR, 2016)

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)

BNN+: Improved Binary Network Training. - Sajad Darabi; Mouloud Belbahri; Matthieu Courbariaux; Vahid Partovi Nia (CoRR, 2018)

Attention Based Pruning for Shift Networks. - Ghouthi Boukli Hacene; Carlos Lassance; Vincent Gripon; Matthieu Courbariaux; Yoshua Bengio (ICPR, 2020)

BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization. - Milos Nikolic 002; Ghouthi Boukli Hacene; Ciaran Bannon; Alberto Delmas Lascorz; Matthieu Courbariaux; Yoshua Bengio; Vincent Gripon; Andreas Moshovos (CoRR, 2020)

BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization. - Milos Nikolic 002; Ghouthi Boukli Hacene; Ciaran Bannon; Alberto Delmas Lascorz; Matthieu Courbariaux; Omar Mohamed Awad; Isak Edo Vivancos; Yoshua Bengio; Vincent Gripon; Andreas Moshovos (ISCAS, 2024)