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2020 – today
- 2024
[c6]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: 1-5- 2020
- [c5]Ghouthi Boukli Hacene, Carlos Lassance, Vincent Gripon, Matthieu Courbariaux, Yoshua Bengio:
Attention Based Pruning for Shift Networks. ICPR 2020: 4054-4061 - [i6]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 abs/2002.03090 (2020)
2010 – 2019
- 2019
- [i5]Ghouthi Boukli Hacene, Carlos Eduardo Rosar Kós Lassance, Vincent Gripon, Matthieu Courbariaux, Yoshua Bengio:
Attention Based Pruning for Shift Networks. CoRR abs/1905.12300 (2019) - 2018
- [i4]Sajad Darabi, Mouloud Belbahri, Matthieu Courbariaux, Vahid Partovi Nia:
BNN+: Improved Binary Network Training. CoRR abs/1812.11800 (2018) - 2017
- [j1]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: 187:1-187:30 (2017) - 2016
- [c4]Itay Hubara, Matthieu Courbariaux, Daniel Soudry, Ran El-Yaniv, Yoshua Bengio:
Binarized Neural Networks. NIPS 2016: 4107-4115 - [c3]Zhouhan Lin, Matthieu Courbariaux, Roland Memisevic, Yoshua Bengio:
Neural Networks with Few Multiplications. ICLR 2016 - [i3]Matthieu Courbariaux, Yoshua Bengio:
BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1. CoRR abs/1602.02830 (2016) - [i2]Itay Hubara, Matthieu Courbariaux, Daniel Soudry, Ran El-Yaniv, Yoshua Bengio:
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations. CoRR abs/1609.07061 (2016) - 2015
- [c2]Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David:
BinaryConnect: Training Deep Neural Networks with binary weights during propagations. NIPS 2015: 3123-3131 - [c1]Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David:
Low precision arithmetic for deep learning. ICLR (Workshop) 2015 - [i1]Matthieu Courbariaux, Yoshua Bengio, Jean-Pierre David:
BinaryConnect: Training Deep Neural Networks with binary weights during propagations. CoRR abs/1511.00363 (2015)
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