Mohamad Baydoun

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 26

Top Topics

Autonomous Vehicles

Embodied Agents

Bayesian Models

Video Sequences

Top Venues

Publications

Giulia Slavic, Mohamad Baydoun, Damian Campo, Lucio Marcenaro, Carlo S. Regazzoni
Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents. IEEE Trans. Multim. 24 (2022)
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
Learning Self-Awareness for Autonomous Vehicles: Exploring Multisensory Incremental Models. IEEE Trans. Intell. Transp. Syst. 22 (6) (2021)
Giulia Slavic, Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models. EAIS (2020)
Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni
Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders. ICIP (2020)
Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni
Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders. CoRR (2020)
Ali Krayani, Mohamad Baydoun, Lucio Marcenaro, Atm Shafiul Alam, Carlo S. Regazzoni
Self-Learning Bayesian Generative Models for Jammer Detection in Cognitive-UAV-Radios. GLOBECOM (2020)
Ali Krayani, Mohamad Baydoun, Lucio Marcenaro, Yue Gao, Carlo S. Regazzoni
Smart Jammer Detection for Self-Aware Cognitive UAV Radios. PIMRC (2020)
Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Arturo de la Escalera, Carlo S. Regazzoni
Learning Probabilistic Awareness Models for Detecting Abnormalities in Vehicle Motions. IEEE Trans. Intell. Transp. Syst. 21 (3) (2020)
Divya Kanapram, Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Eliane L. Bodanese, Carlo S. Regazzoni, Mario Marchese
Dynamic Bayesian Approach for decision-making in Ego-Things. CoRR (2020)
Giulia Slavic, Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models. CoRR (2020)
Hassan Zaal, Mohamad Baydoun, Lucio Marcenaro, Laurissa N. Tokarchuk, Carlo S. Regazzoni
Abnormality Detection using Graph Matching for Multi-Task Dynamics of Autonomous Systems. AVSS (2019)
Divya Kanapram, Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Eliane L. Bodanese, Carlo S. Regazzoni, Mario Marchese
Dynamic Bayesian Approach for decision-making in Ego-Things. WF-IoT (2019)
Muhammad Farrukh, Ali Krayani, Mohamad Baydoun, Lucio Marcenaro, Yue Gao, Carlo S. Regazzoni
Learning a Switching Bayesian Model for Jammer Detection in the Cognitive-Radio-Based Internet of Things. WF-IoT (2019)
Ali Krayani, Muhammad Farrukh, Mohamad Baydoun, Lucio Marcenaro, Yue Gao, Carlo S. Regazzoni
Jammer detection in M-QAM-OFDM by learning a Dynamic Bayesian Model for the Cognitive Radio. EUSIPCO (2019)
Mohamad Baydoun, Damian Campo, Divya Kanapram, Lucio Marcenaro, Carlo S. Regazzoni
Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach. ICASSP (2019)
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
Hierarchy of GANs for learning embodied self-awareness model. CoRR (2018)
Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
Unsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video Sequences. ICIP (2018)
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
Hierarchy of Gans for Learning Embodied Self-Awareness Model. ICIP (2018)
Mohamad Baydoun, Damian Campo, Valentina Sanguineti, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
Learning Switching Models for Abnormality Detection for Autonomous Driving. FUSION (2018)
Mohamad Baydoun, Mahdyar Ravanbakhsh, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
A Multi-perspective Approach To Anomaly Detection For Self-aware Embodied Agents. CoRR (2018)
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving. CoRR (2018)
Mohamad Baydoun, Mahdyar Ravanbakhsh, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents. ICASSP (2018)
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin, David Martín, Lucio Marcenaro, Carlo S. Regazzoni
Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving. FUSION (2018)
Mohamad Baydoun, Alejandro Betancourt, Pietro Morerio, Lucio Marcenaro, Matthias Rauterberg, Carlo S. Regazzoni
Hand pose recognition in First Person Vision through graph spectral analysis. ICASSP (2017)
Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni
Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components. AVSS (2017)
Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni
Task-dependent saliency estimation from trajectories of agents in video sequences. ICIP (2017)