activity
20162023
most citedTarget Detection and Segmentation in Circular-Scan Synthetic-Aperture-Sonar Images using Semi-Supervised Convolutional Encoder-Decoders

28 citations · 53 across the 5 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2016★ 2 cited

Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks

Eder Santana, Matthew Emigh, Pablo Zegers +1

We propose a convolutional recurrent neural network, with Winner-Take-All dropout for high dimensional unsupervised feature learning in multi-dimensional time series. We apply the…

cs.LG2016

Information Theoretic-Learning Auto-Encoder

Eder Santana, Matthew Emigh, Jose C Principe

We propose Information Theoretic-Learning (ITL) divergence measures for variational regularization of neural networks. We also explore ITL-regularized autoencoders as an alternativ…