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Pablo M. Olmos

Instituto de Investigación Sanitaria Gregorio Marañón, Signal Processing Group

Scalable Random Feature Latent Variable Models

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Oct 23, 2024
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Protect Before Generate: Error Correcting Codes within Discrete Deep Generative Models

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Oct 10, 2024
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Alzheimer's disease detection in PSG signals

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Apr 04, 2024
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Training Implicit Generative Models via an Invariant Statistical Loss

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Feb 26, 2024
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Efficient local linearity regularization to overcome catastrophic overfitting

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Jan 21, 2024
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Interpretable Spectral Variational AutoEncoder (ISVAE) for time series clustering

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Oct 18, 2023
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Variational Mixture of HyperGenerators for Learning Distributions Over Functions

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Feb 13, 2023
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Sleep Activity Recognition and Characterization from Multi-Source Passively Sensed Data

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Jan 17, 2023
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Detecting train driveshaft damages using accelerometer signals and Differential Convolutional Neural Networks

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Nov 15, 2022
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Heterogeneous Hidden Markov Models for Sleep Activity Recognition from Multi-Source Passively Sensed Data

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Nov 08, 2022
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