Mohamad Baydoun

27 papers B 8C 2Misc 3Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2022 J jnl
Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents.
IEEE Trans. Multim.
Giulia Slavic, Mohamad Baydoun, Damian Campo, Lucio Marcenaro, Carlo S. Regazzoni
2021 J jnl
Learning Self-Awareness for Autonomous Vehicles: Exploring Multisensory Incremental Models.
IEEE Trans. Intell. Transp. Syst.
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2020 — conf
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models.
EAIS
Giulia Slavic, Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2020 J jnl
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models.
CoRR
Giulia Slavic, Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2020 B conf
Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders.
ICIP
Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni
2020 J jnl
Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders.
CoRR
Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni
2020 J jnl
Dynamic Bayesian Approach for decision-making in Ego-Things.
CoRR
Divya Kanapram, Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Eliane L. Bodanese, Carlo S. Regazzoni, Mario Marchese
2020 J jnl
Learning Probabilistic Awareness Models for Detecting Abnormalities in Vehicle Motions.
IEEE Trans. Intell. Transp. Syst.
Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Arturo de la Escalera, Carlo S. Regazzoni
2020 — —
Learning probabilistic interaction models.
Mohamad Baydoun
2020 B conf
Self-Learning Bayesian Generative Models for Jammer Detection in Cognitive-UAV-Radios.
GLOBECOM
Ali Krayani, Mohamad Baydoun, Lucio Marcenaro, Atm Shafiul Alam, Carlo S. Regazzoni
2020 B conf
Smart Jammer Detection for Self-Aware Cognitive UAV Radios.
PIMRC
Ali Krayani, Mohamad Baydoun, Lucio Marcenaro, Yue Gao, Carlo S. Regazzoni
2019 B conf
Abnormality Detection using Graph Matching for Multi-Task Dynamics of Autonomous Systems.
AVSS
Hassan Zaal, Mohamad Baydoun, Lucio Marcenaro, Laurissa N. Tokarchuk, Carlo S. Regazzoni
2019 — conf
Dynamic Bayesian Approach for decision-making in Ego-Things.
WF-IoT
Divya Kanapram, Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Eliane L. Bodanese, Carlo S. Regazzoni, Mario Marchese
2019 — conf
Jammer detection in M-QAM-OFDM by learning a Dynamic Bayesian Model for the Cognitive Radio.
EUSIPCO
Ali Krayani, Muhammad Farrukh, Mohamad Baydoun, Lucio Marcenaro, Yue Gao, Carlo S. Regazzoni
2019 — conf
Learning a Switching Bayesian Model for Jammer Detection in the Cognitive-Radio-Based Internet of Things.
WF-IoT
Muhammad Farrukh, Ali Krayani, Mohamad Baydoun, Lucio Marcenaro, Yue Gao, Carlo S. Regazzoni
2019 Misc conf
Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach.
ICASSP
Mohamad Baydoun, Damian Campo, Divya Kanapram, Lucio Marcenaro, Carlo S. Regazzoni
2018 J jnl
A Multi-perspective Approach To Anomaly Detection For Self-aware Embodied Agents.
CoRR
Mohamad Baydoun, Mahdyar Ravanbakhsh, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
2018 J jnl
Hierarchy of GANs for learning embodied self-awareness model.
CoRR
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2018 B conf
Hierarchy of Gans for Learning Embodied Self-Awareness Model.
ICIP
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2018 C conf
Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving.
FUSION
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2018 J jnl
Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving.
CoRR
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
2018 C conf
Learning Switching Models for Abnormality Detection for Autonomous Driving.
FUSION
Mohamad Baydoun, Damian Campo, Valentina Sanguineti, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
2018 B conf
Unsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video Sequences.
ICIP
Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
2018 Misc conf
a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents.
ICASSP
Mohamad Baydoun, Mahdyar Ravanbakhsh, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
2017 Misc conf
Hand pose recognition in First Person Vision through graph spectral analysis.
ICASSP
Mohamad Baydoun, Alejandro Betancourt, Pietro Morerio, Lucio Marcenaro, Matthias Rauterberg, Carlo S. Regazzoni
2017 B conf
Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components.
AVSS
Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
2017 B conf
Task-dependent saliency estimation from trajectories of agents in video sequences.
ICIP
Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni