3 citations · 6 across the 5 of their papers we have counts for
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stat.ML2022★ 1 cited
Symmetry Structured Convolutional Neural Networks
Kehelwala Dewage Gayan Maduranga, Vasily Zadorozhnyy, Qiang Ye
We consider Convolutional Neural Networks (CNNs) with 2D structured features that are symmetric in the spatial dimensions. Such networks arise in modeling pairwise relationships fo…
stat.ML2018★ 3 cited
Complex Unitary Recurrent Neural Networks using Scaled Cayley Transform
Kehelwala D. G. Maduranga, Kyle E. Helfrich, Qiang Ye
Recurrent neural networks (RNNs) have been successfully used on a wide range of sequential data problems. A well known difficulty in using RNNs is the \textit{vanishing or explodin…