Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components. - Damian Campo; Mohamad Baydoun; Lucio Marcenaro; Andrea Cavallaro; Carlo S. Regazzoni (AVSS, 2017)

Hand pose recognition in First Person Vision through graph spectral analysis. - Mohamad Baydoun; Alejandro Betancourt; Pietro Morerio; Lucio Marcenaro; Matthias Rauterberg; Carlo S. Regazzoni (ICASSP, 2017)

Task-dependent saliency estimation from trajectories of agents in video sequences. - Damian Campo; Mohamad Baydoun; Lucio Marcenaro; Carlo S. Regazzoni (ICIP, 2017)

Learning Switching Models for Abnormality Detection for Autonomous Driving. - Mohamad Baydoun; Damian Campo; Valentina Sanguineti; Lucio Marcenaro; Andrea Cavallaro; Carlo S. Regazzoni (FUSION, 2018)

Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving. - Mahdyar Ravanbakhsh; Mohamad Baydoun; Damian Campo; Pablo Marin; David Martín 001; Lucio Marcenaro; Carlo S. Regazzoni (FUSION, 2018)

a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents. - Mohamad Baydoun; Mahdyar Ravanbakhsh; Damian Campo; Pablo Marin; David Martín 001; Lucio Marcenaro; Andrea Cavallaro; Carlo S. Regazzoni (ICASSP, 2018)

Unsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video Sequences. - Damian Campo; Mohamad Baydoun; Lucio Marcenaro; Andrea Cavallaro; Carlo S. Regazzoni (ICIP, 2018)

Hierarchy of Gans for Learning Embodied Self-Awareness Model. - Mahdyar Ravanbakhsh; Mohamad Baydoun; Damian Campo; Pablo Marin; David Martín 001; Lucio Marcenaro; Carlo S. Regazzoni (ICIP, 2018)

Abnormality Detection using Graph Matching for Multi-Task Dynamics of Autonomous Systems. - Hassan Zaal; Mohamad Baydoun; Lucio Marcenaro; Laurissa N. Tokarchuk; Carlo S. Regazzoni (AVSS, 2019)

Jammer detection in M-QAM-OFDM by learning a Dynamic Bayesian Model for the Cognitive Radio. - Ali Krayani; Muhammad Farrukh; Mohamad Baydoun; Lucio Marcenaro; Yue Gao 001; Carlo S. Regazzoni (EUSIPCO, 2019)

Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach. - Mohamad Baydoun; Damian Campo; Divya Kanapram; Lucio Marcenaro; Carlo S. Regazzoni (ICASSP, 2019)

Learning a Switching Bayesian Model for Jammer Detection in the Cognitive-Radio-Based Internet of Things. - Muhammad Farrukh; Ali Krayani; Mohamad Baydoun; Lucio Marcenaro; Yue Gao 001; Carlo S. Regazzoni (WF-IoT, 2019)

Dynamic Bayesian Approach for decision-making in Ego-Things. - Divya Kanapram; Damian Campo; Mohamad Baydoun; Lucio Marcenaro; Eliane L. Bodanese; Carlo S. Regazzoni; Mario Marchese (WF-IoT, 2019)

Anomaly Detection in Video Data Based on Probabilistic Latent Space Models. - Giulia Slavic; Damian Campo; Mohamad Baydoun; Pablo Marin; David Martín 001; Lucio Marcenaro; Carlo S. Regazzoni (EAIS, 2020)

Self-Learning Bayesian Generative Models for Jammer Detection in Cognitive-UAV-Radios. - Ali Krayani; Mohamad Baydoun; Lucio Marcenaro; Atm Shafiul Alam; Carlo S. Regazzoni (GLOBECOM, 2020)

Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders. - Damian Campo; Giulia Slavic; Mohamad Baydoun; Lucio Marcenaro; Carlo S. Regazzoni (ICIP, 2020)

Smart Jammer Detection for Self-Aware Cognitive UAV Radios. - Ali Krayani; Mohamad Baydoun; Lucio Marcenaro; Yue Gao 001; Carlo S. Regazzoni (PIMRC, 2020)

Learning Probabilistic Awareness Models for Detecting Abnormalities in Vehicle Motions. - Damian Campo; Mohamad Baydoun; Pablo Marin; David Martín 001; Lucio Marcenaro; Arturo de la Escalera; Carlo S. Regazzoni (IEEE Trans. Intell. Transp. Syst., 2020)

Learning probabilistic interaction models. - Mohamad Baydoun (2020)

Learning Self-Awareness for Autonomous Vehicles: Exploring Multisensory Incremental Models. - Mahdyar Ravanbakhsh; Mohamad Baydoun; Damian Campo; Pablo Marin; David Martín 001; Lucio Marcenaro; Carlo S. Regazzoni (IEEE Trans. Intell. Transp. Syst., 2021)

Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents. - Giulia Slavic; Mohamad Baydoun; Damian Campo; Lucio Marcenaro; Carlo S. Regazzoni (IEEE Trans. Multim., 2022)