Christos Korgialas — accepted AI-conference papers

2024

Interpretable Face Aging: Enhancing Conditional Adversarial Autoencoders with Lime Explanations

Christos Korgialas, Evangelia Pantraki, Constantine Kotropoulos

ICASSP 2024accepted

An innovative approach is proposed that leverages a perturbation explainable system within the Conditional Adversarial Autoencoder (CAAE) framework. The incorporation of the perturbation-based explainable system in the CAAE model harnesses the explanatory power of Local Interpretable Model-Agnostic…

Cited by 0 Source ↗Scholar ↗

2023

Electric Network Frequency Detection Using Least Absolute Deviations

Christos Korgialas, Constantine Kotropoulos

ICASSP 2023accepted

Electric Network Frequency (ENF) is a fingerprint in multi-media forensics applications. ENF is a weak signal that is difficult to be detected. This difficulty stems from the existence of colored wide-sense stationary Gaussian noise in ENF as well as due to many unknown random parameters. However, s…

Cited by 0 Source ↗Scholar ↗