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ORCIDMohamad Baydoun
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2020 – today
- 2022
[j3]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: 1399-1414 (2022)- 2021
- [j2]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): 3372-3386 (2021) - 2020
- [b1]Mohamad Baydoun:
Learning probabilistic interaction models. University of Genoa, Italy, 2020 - [j1]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): 1308-1320 (2020) - [c17]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: 1-8 - [c16]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: 1-7 - [c15]Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni:
Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders. ICIP 2020: 753-757 - [c14]Ali Krayani, Mohamad Baydoun, Lucio Marcenaro, Yue Gao, Carlo S. Regazzoni:
Smart Jammer Detection for Self-Aware Cognitive UAV Radios. PIMRC 2020: 1-7 - [i6]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 abs/2003.07623 (2020) - [i5]Damian Campo, Giulia Slavic, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni:
Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders. CoRR abs/2006.01945 (2020) - [i4]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 abs/2010.14900 (2020)
2010 – 2019
- 2019
- [c13]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: 1-8 - [c12]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: 1-5 - [c11]Mohamad Baydoun, Damian Campo, Divya Kanapram, Lucio Marcenaro, Carlo S. Regazzoni:
Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach. ICASSP 2019: 3342-3346 - [c10]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: 380-385 - [c9]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: 909-914 - 2018
- [c8]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: 1866-1873 - [c7]Mohamad Baydoun, Damian Campo, Valentina Sanguineti, Lucio Marcenaro, Andrea Cavallaro, Carlo S. Regazzoni:
Learning Switching Models for Abnormality Detection for Autonomous Driving. FUSION 2018: 2606-2613 - [c6]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: 6598-6602 - [c5]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: 833-837 - [c4]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: 1987-1991 - [i3]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 abs/1803.06579 (2018) - [i2]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 abs/1806.02609 (2018) - [i1]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 abs/1806.04012 (2018) - 2017
- [c3]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: 1-6 - [c2]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: 1872-1876 - [c1]Damian Campo, Mohamad Baydoun, Lucio Marcenaro, Carlo S. Regazzoni:
Task-dependent saliency estimation from trajectories of agents in video sequences. ICIP 2017: 4252-4256
Coauthor Index
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