Giulia Slavic

Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents

Giulia Slavic, Mohamad Baydoun, Damian Campo et al. · IEEE Transactions on Multimedia · 2021 · 35 citations

Anomaly Detection in Video Data Based on Probabilistic Latent Space Models

Giulia Slavic, Damian Campo, Mohamad Baydoun et al. · 2020 · 18 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18

A Kalman Variational Autoencoder Model Assisted by Odometric Clustering for Video Frame Prediction and Anomaly Detection

Giulia Slavic, Abrham Shiferaw Alemaw, Lucio Marcenaro et al. · IEEE Transactions on Image Processing · 2022 · 15 citations

A Data-Driven Approach for the Localization of Interacting Agents via a Multi-Modal Dynamic Bayesian Network Framework

Abrham Shiferaw Alemaw, Giulia Slavic, Hafsa Iqbal et al. · 2022 · 11 citations