Mohamad Baydoun

According to our database, Mohamad Baydoun authored at least 21 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

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

2021

Learning Self-Awareness for Autonomous Vehicles: Exploring Multisensory Incremental Models.

Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni

IEEE Trans. Intell. Transp. Syst., 2021

2020

Learning probabilistic interaction models.

Mohamad Baydoun

PhD thesis, 2020

Learning Probabilistic Awareness Models for Detecting Abnormalities in Vehicle Motions.

Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Arturo de la Escalera, Carlo S. Regazzoni

IEEE Trans. Intell. Transp. Syst., 2020

Smart Jammer Detection for Self-Aware Cognitive UAV Radios.

Ali Krayani, Mohamad Baydoun, Lucio Marcenaro, Yue Gao, Carlo S. Regazzoni

Proceedings of the 31st IEEE Annual International Symposium on Personal, 2020

Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders.

Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni

Proceedings of the IEEE International Conference on Image Processing, 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

Proceedings of the IEEE Global Communications Conference, 2020

Anomaly Detection in Video Data Based on Probabilistic Latent Space Models.

Giulia Slavic, Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni

Proceedings of the 2020 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2020

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

Proceedings of the 5th IEEE World Forum on Internet of Things, 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, Carlo S. Regazzoni

Proceedings of the 5th IEEE World Forum on Internet of Things, 2019

Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach.

Mohamad Baydoun, Damian Campo, Divya Kanapram, Lucio Marcenaro, Carlo S. Regazzoni

Proceedings of the IEEE International Conference on Acoustics, 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, Carlo S. Regazzoni

Proceedings of the 27th European Signal Processing Conference, 2019

Abnormality Detection using Graph Matching for Multi-Task Dynamics of Autonomous Systems.

Hassan Zaal, Mohamad Baydoun, Lucio Marcenaro, Laurissa N. Tokarchuk, Carlo S. Regazzoni

Proceedings of the 16th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2019

2018

Hierarchy of Gans for Learning Embodied Self-Awareness Model.

Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni

Proceedings of the 2018 IEEE International Conference on Image Processing, 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

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents.

Mohamad Baydoun, Mahdyar Ravanbakhsh, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving.

Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni

Proceedings of the 21st International Conference on Information Fusion, 2018

Learning Switching Models for Abnormality Detection for Autonomous Driving.

Mohamad Baydoun, Damian Campo, Valentina Sanguineti, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni

Proceedings of the 21st International Conference on Information Fusion, 2018

2017

Task-dependent saliency estimation from trajectories of agents in video sequences.

Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni

Proceedings of the 2017 IEEE International Conference on Image Processing, 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

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

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

Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017