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Jose Principe

Fast Deep Predictive Coding Networks for Videos Feature Extraction without Labels

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Sep 08, 2024
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Dynamic Analysis and an Eigen Initializer for Recurrent Neural Networks

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Jul 28, 2023
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Universal Recurrent Event Memories for Streaming Data

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Jul 28, 2023
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Causal Recurrent Variational Autoencoder for Medical Time Series Generation

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Jan 16, 2023
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Hierarchical Linear Dynamical System for Representing Notes from Recorded Audio

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Feb 27, 2022
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Uncertainty quantification for multiclass data description

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Aug 29, 2021
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Modularizing Deep Learning via Pairwise Learning With Kernels

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May 12, 2020
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Information Plane Analysis of Deep Neural Networks via Matrix-Based Renyi's Entropy and Tensor Kernels

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Sep 25, 2019
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A Taxonomy for Neural Memory Networks

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May 01, 2018
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Learning Multiple Levels of Representations with Kernel Machines

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Apr 02, 2018
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