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Dive into the research topics where Itay Hubara is active.

Publication


Featured researches published by Itay Hubara.


arXiv: Learning | 2016

Binarized Neural Networks: Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

Matthieu Courbariaux; Itay Hubara; Daniel Soudry; Ran El-Yaniv; Yoshua Bengio


Journal of Machine Learning Research | 2016

Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations

Itay Hubara; Matthieu Courbariaux; Daniel Soudry; Ran El-Yaniv; Yoshua Bengio


neural information processing systems | 2016

Binarized Neural Networks

Itay Hubara; Matthieu Courbariaux; Daniel Soudry; Ran El-Yaniv; Yoshua Bengio


neural information processing systems | 2014

Expectation Backpropagation: Parameter-Free Training of Multilayer Neural Networks with Continuous or Discrete Weights

Daniel Soudry; Itay Hubara; Ron Meir


neural information processing systems | 2017

Train longer, generalize better: closing the generalization gap in large batch training of neural networks

Elad Hoffer; Itay Hubara; Daniel Soudry


arXiv: Learning | 2017

Deep unsupervised learning through spatial contrasting

Elad Hoffer; Itay Hubara; Nir Ailon


arXiv: Learning | 2017

Playing SNES in the Retro Learning Environment

Nadav Bhonker; Shai Rozenberg; Itay Hubara


international conference on learning representations | 2018

Fix your classifier: the marginal value of training the last weight layer

Elad Hoffer; Itay Hubara; Daniel Soudry


neural information processing systems | 2018

Scalable methods for 8-bit training of neural networks

Ron Banner; Itay Hubara; Elad Hoffer; Daniel Soudry


Archive | 2017

QUANTIZED NEURAL NETWORK TRAINING AND INFERENCE

Ran El-Yaniv; Itay Hubara; Daniel Soudry

Collaboration


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Daniel Soudry

Technion – Israel Institute of Technology

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Elad Hoffer

Technion – Israel Institute of Technology

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Ran El-Yaniv

Technion – Israel Institute of Technology

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Matthieu Courbariaux

École Polytechnique de Montréal

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Yoshua Bengio

Université de Montréal

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Nir Ailon

Technion – Israel Institute of Technology

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Nadav Bhonker

Technion – Israel Institute of Technology

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Ron Meir

Technion – Israel Institute of Technology

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Shai Rozenberg

Technion – Israel Institute of Technology

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