Learning switching models for abnormality detection for autonomous driving M Baydoun, D Campo, V Sanguineti, L Marcenaro, A Cavallaro, ... 2018 21st International Conference on Information Fusion (FUSION), 2606-2613, 2018 | 53 | 2018 |
Multilevel anomaly detection through variational autoencoders and bayesian models for self-aware embodied agents G Slavic, M Baydoun, D Campo, L Marcenaro, C Regazzoni IEEE Transactions on Multimedia 24, 1399-1414, 2021 | 29 | 2021 |
Self-learning Bayesian generative models for jammer detection in cognitive-UAV-radios A Krayani, M Baydoun, L Marcenaro, AS Alam, C Regazzoni GLOBECOM 2020-2020 IEEE Global Communications Conference, 1-7, 2020 | 29 | 2020 |
A multi-perspective approach to anomaly detection for self-aware embodied agents M Baydoun, M Ravanbakhsh, D Campo, P Marin, D Martin, L Marcenaro, ... 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 29 | 2018 |
Learning multi-modal self-awareness models for autonomous vehicles from human driving M Ravanbakhsh, M Baydoun, D Campo, P Marin, D Martin, L Marcenaro, ... 2018 21st International Conference on Information Fusion (FUSION), 1866-1873, 2018 | 27 | 2018 |
Anomaly detection in video data based on probabilistic latent space models G Slavic, D Campo, M Baydoun, P Marin, D Martin, L Marcenaro, ... 2020 IEEE conference on evolving and adaptive intelligent systems (EAIS), 1-8, 2020 | 21 | 2020 |
Clustering optimization for abnormality detection in semi-autonomous systems H Iqbal, D Campo, M Baydoun, L Marcenaro, DM Gomez, C Regazzoni 1st international workshop on multimodal understanding and learning for …, 2019 | 21 | 2019 |
Learning probabilistic awareness models for detecting abnormalities in vehicle motions D Campo, M Baydoun, P Marin, D Martin, L Marcenaro, A de la Escalera, ... IEEE Transactions on Intelligent Transportation Systems 21 (3), 1308-1320, 2019 | 20 | 2019 |
Dynamic bayesian approach for decision-making in ego-things D Kanapram, D Campo, M Baydoun, L Marcenaro, EL Bodanese, ... 2019 IEEE 5th World Forum on Internet of Things (WF-IoT), 909-914, 2019 | 18 | 2019 |
Learning self-awareness for autonomous vehicles: Exploring multisensory incremental models M Ravanbakhsh, M Baydoun, D Campo, P Marin, D Martin, L Marcenaro, ... IEEE Transactions on Intelligent Transportation Systems 22 (6), 3372-3386, 2020 | 17 | 2020 |
Hierarchy of GANs for learning embodied self-awareness model M Ravanbakhsh, M Baydoun, D Campo, P Marin, D Martin, L Marcenaro, ... 2018 25th IEEE International Conference on Image Processing (ICIP), 1987-1991, 2018 | 17 | 2018 |
Smart jammer detection for self-aware cognitive uav radios A Krayani, M Baydoun, L Marcenaro, Y Gao, CS Regazzoni 2020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile …, 2020 | 13 | 2020 |
Prediction of multi-target dynamics using discrete descriptors: an interactive approach M Baydoun, D Campo, D Kanapram, L Marcenaro, CS Regazzoni ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 13 | 2019 |
Learning a switching Bayesian model for jammer detection in the cognitive-radio-based Internet of Things M Farrukh, A Krayani, M Baydoun, L Marcenaro, Y Gao, CS Regazzoni 2019 IEEE 5th World Forum on Internet of Things (WF-IoT), 380-385, 2019 | 11 | 2019 |
Continual learning of predictive models in video sequences via variational autoencoders D Campo, G Slavic, M Baydoun, L Marcenaro, C Regazzoni 2020 IEEE International Conference on Image Processing (ICIP), 753-757, 2020 | 8 | 2020 |
Jammer detection in M-QAM-OFDM by learning a Dynamic Bayesian Model for the Cognitive Radio A Krayani, M Farrukh, M Baydoun, L Marcenaro, Y Gao, CS Regazzoni 2019 27th European Signal Processing Conference (EUSIPCO), 1-5, 2019 | 8 | 2019 |
Unsupervised trajectory modeling based on discrete descriptors for classifying moving objects in video sequences D Campo, M Baydoun, L Marcenaro, A Cavallaro, CS Regazzoni 2018 25th IEEE International Conference on Image Processing (ICIP), 833-837, 2018 | 8 | 2018 |
Modeling and classification of trajectories based on a gaussian process decomposition into discrete components D Campo, M Baydoun, L Marcenaro, A Cavallaro, CS Regazzoni 2017 14th IEEE International Conference on Advanced Video and Signal Based …, 2017 | 8 | 2017 |
Hand pose recognition in first person vision through graph spectral analysis M Baydoun, A Betancourt, P Morerio, L Marcenaro, M Rauterberg, ... 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 5 | 2017 |
Abnormality detection using graph matching for multi-task dynamics of autonomous systems H Zaal, M Baydoun, L Marcenaro, L Tokarchuk, CS Regazzoni 2019 16th IEEE International Conference on Advanced Video and Signal Based …, 2019 | 4 | 2019 |