Full-Capacity Unitary Recurrent Neural Networks

31 October 2016

Papers citing "Full-Capacity Unitary Recurrent Neural Networks"

5 / 105 papers shown

Title
Tunable Efficient Unitary Neural Networks (EUNN) and their application to RNNs Li Jing Yichen Shen T. Dubček J. Peurifoy S. Skirlo Yann LeCun Max Tegmark Marin Soljacic 95 178 0 15 Dec 2016
DizzyRNN: Reparameterizing Recurrent Neural Networks for Norm-Preserving Backpropagation Victor D. Dorobantu Per Andre Stromhaug Jess Renteria 86 25 0 13 Dec 2016
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections Zakaria Mhammedi Andrew D. Hellicar Ashfaqur Rahman James Bailey 101 129 0 01 Dec 2016
Improving Variational Auto-Encoders using Householder Flow Jakub M. Tomczak Max Welling BDL DRL 115 175 0 29 Nov 2016
Interpretable Recurrent Neural Networks Using Sequential Sparse Recovery Scott Wisdom Thomas Powers J. Pitton L. Atlas 95 36 0 22 Nov 2016