Search Results for author: Mohamad Baydoun

Found 6 papers, 0 papers with code

Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders

no code implementations2 Jun 2020 Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo Regazzoni

This paper proposes a method for performing continual learning of predictive models that facilitate the inference of future frames in video sequences.

Continual Learning

Hierarchy of GANs for learning embodied self-awareness model

no code implementations8 Jun 2018 Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martin, Lucio Marcenaro, Carlo S. Regazzoni

In this work, a hierarchical model is introduced by means of a cross-modal Generative Adversarial Networks (GANs) processing high dimensional visual data.

A Multi-perspective Approach To Anomaly Detection For Self-aware Embodied Agents

no code implementations17 Mar 2018 Mohamad Baydoun, Mahdyar Ravanbakhsh, Damian Campo, Pablo Marin, David Martin, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni

This paper focuses on multi-sensor anomaly detection for moving cognitive agents using both external and private first-person visual observations.

Anomaly Detection

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