| Binarized neural networks I Hubara, M Courbariaux, D Soudry, R El-Yaniv, Y Bengio Advances in Neural Information Processing Systems, 4107-4115, 2016 | 3004* | 2016 |
| Binaryconnect: Training deep neural networks with binary weights during propagations M Courbariaux, Y Bengio, JP David arXiv preprint arXiv:1511.00363, 2015 | 2064 | 2015 |
| Quantized neural networks: Training neural networks with low precision weights and activations I Hubara, M Courbariaux, D Soudry, R El-Yaniv, Y Bengio The Journal of Machine Learning Research 18 (1), 6869-6898, 2017 | 1158 | 2017 |
| Training deep neural networks with low precision multiplications M Courbariaux, Y Bengio, JP David arXiv preprint arXiv:1412.7024, 2014 | 653* | 2014 |
| Neural networks with few multiplications Z Lin, M Courbariaux, R Memisevic, Y Bengio arXiv preprint arXiv:1510.03009, 2015 | 298 | 2015 |
| Binarized neural networks: training deep neural networks with weights and activations constrained to+ 1 or-1. arXiv M Courbariaux, I Hubara, D Soudry, R El-Yaniv, Y Bengio arXiv preprint arXiv:1602.02830, 1-11, 2016 | 55 | 2016 |
| Bnn+: Improved binary network training S Darabi, M Belbahri, M Courbariaux, VP Nia | 54 | 2018 |
| Attention based pruning for shift networks GB Hacene, C Lassance, V Gripon, M Courbariaux, Y Bengio 2020 25th International Conference on Pattern Recognition (ICPR), 4054-4061, 2021 | 18 | 2021 |
| Regularized binary network training S Darabi, M Belbahri, M Courbariaux, VP Nia arXiv preprint arXiv:1812.11800, 2018 | 5 | 2018 |
| Bitpruning: Learning bitlengths for aggressive and accurate quantization M Nikolić, GB Hacene, C Bannon, AD Lascorz, M Courbariaux, Y Bengio, ... arXiv preprint arXiv:2002.03090, 2020 | 3 | 2020 |
| Attention Based Pruning for Shift Networks G Boukli Hacene, C Lassance, V Gripon, M Courbariaux, Y Bengio arXiv e-prints, arXiv: 1905.12300, 2019 | | 2019 |
| Réduire la précision et le nombre des multiplications nécessaires à l'entraînement d'un réseau de neurones M Courbariaux École Polytechnique de Montréal, 2015 | | 2015 |
| Foothill Regularizer as a Binary Quantizer M Belbahri, E Sari, S Darabi, X Li, M Courbariaux, VP Nia | | |
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
