output
20132025
most citedZoneout: Regularizing RNNs by Randomly Preserving Hidden Activations

167 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing 2016 · cs.LGShow all

2 papers · 2 filters

cs.LG2016★ 58 cited

On Multiplicative Integration with Recurrent Neural Networks

Yuhuai Wu, Saizheng Zhang, Ying Zhang +2

We introduce a general and simple structural design called Multiplicative Integration (MI) to improve recurrent neural networks (RNNs). MI changes the way in which information from…

cs.LG2016★ 55 cited

Recurrent Batch Normalization

Tim Cooijmans, Nicolas Ballas, César Laurent +2

We propose a reparameterization of LSTM that brings the benefits of batch normalization to recurrent neural networks. Whereas previous works only apply batch normalization to the i…