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Matthieu Courbariaux

Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
2016 · Courbariaux, Matthieu, Hubara, Itay, et al. · arXiv (Cornell University) · 2,014
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BinaryConnect: Training Deep Neural Networks with binary weights during propagations
2015 · Courbariaux, Matthieu, Bengio, Yoshua, et al. · arXiv (Cornell University) · 1,744
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Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations
2016 · Hubara, Itay, Courbariaux, Matthieu, et al. · arXiv (Cornell University) · 1,486
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BinaryNet: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1
2016 · Matthieu Courbariaux, Yoshua Bengio · arXiv (Cornell University) · 469
Training deep neural networks with low precision multiplications
2014 · Courbariaux, Matthieu, Bengio, Yoshua, et al. · arXiv (Cornell University) · 286
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Neural Networks with Few Multiplications
2015 · Lin, Zhouhan, Courbariaux, Matthieu, et al. · arXiv (Cornell University) · 141
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Low precision storage for deep learning
2014 · Matthieu Courbariaux, Yoshua Bengio, et al. · arXiv (Cornell University) · 118
BNN+: Improved Binary Network Training
2018 · Sajad Darabi, Mouloud Belbahri, et al. · 85
Low precision arithmetic for deep learning
2014 · Matthieu Courbariaux, Yoshua Bengio, et al. · arXiv (Cornell University) · 84
BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization
2020 · Nikolić, Miloš, Hacene, Ghouthi Boukli, et al. · arXiv (Cornell University) · 14
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Attention Based Pruning for Shift Networks
2019 · Boukli Hacene, Ghouthi, Lassance, Carlos, et al. · arXiv (Cornell University) · 13
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Attention Based Pruning for Shift Networks
2021 · Ghouthi Boukli Hacene, Carlos Lassance, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 7
Regularized Binary Network Training
2018 · Darabi, Sajad, Belbahri, Mouloud, et al. · arXiv (Cornell University) · 7
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BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization
2024 · Miloš Nikolić, Ghouthi Boukli Hacene, et al. · IEEE International Symposium on Circuits and Systems proceedings · 3
Attention Based Pruning for Shift Networks
2019 · Hacene, Ghouthi Boukli, Lassance, Carlos, et al. · arXiv (Cornell University) · 2
Réduire la précision et le nombre des multiplications nécessaires à l'entraînement d'un réseau de neurones
2015 · Matthieu Courbariaux · PolyPublie (École Polytechnique de Montréal)
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Works count: 16
Citation count: 6,476
H-index: 11
I10-index: 11
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