1.4k citations · 1.4k across the 3 of their papers we have counts for
3 papers
stat.ML2016★ 1 cited
Spatial contrasting for deep unsupervised learning
Elad Hoffer, Itay Hubara, Nir Ailon
Convolutional networks have marked their place over the last few years as the best performing model for various visual tasks. They are, however, most suited for supervised learning…
cs.LG2016★ 1 cited
Playing SNES in the Retro Learning Environment
Nadav Bhonker, Shai Rozenberg, Itay Hubara
Mastering a video game requires skill, tactics and strategy. While these attributes may be acquired naturally by human players, teaching them to a computer program is a far more ch…
cs.NE2016★ 1.4k cited
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations
Itay Hubara, Matthieu Courbariaux, Daniel Soudry +2
We introduce a method to train Quantized Neural Networks (QNNs) --- neural networks with extremely low precision (e.g., 1-bit) weights and activations, at run-time. At train-time t…