GitHub

01_autoenc_e.R

# Considering a dataset with $p$ numerical attributes. # The goal of the autoencoder is to reduce the dimension of $p$ to $k$, such that these $k$ attributes are ...
GitHub

03_autoenc_conv_e.R

# Considering a dataset with $p$ numerical attributes. # The goal of the autoencoder is to reduce the dimension of $p$ to $k$, such that these $k$ attributes are ...
IEEE

Learning Transferable Compound Expressions from Masked AutoEncoder Pretraining

Abstract: Video-based Compound Expression Recognition (CER) aims to identify compound expressions in everyday interactions per frame. Unlike rapid progress in Facial Expression Recognition (FER) for ...
IEEE

LSTM Autoencoder for Predictive Maintenance in Industrial Cyber-Physical Systems

Abstract: Intentional equipment failures are becoming a bigger threat to Industrial Cyber-Physical Systems (ICPS). They cause costly downtime, lower efficiency, and safety concerns. Two common ...