Pubblicazioni

Deep recurrent neural networks for audio classification in construction sites

2021 - European Signal Processing Conference

Scarpiniti, M.; Comminiello, D.; Uncini, A.; Lee, Y. -C.

Demining war scenarios: a project based on new technologies

2021 - Proceedings of the International Conference on Structural Dynamic , EURODYN

Mezzani, Federica; Pepe, Gianluca; Roveri, Nicola; Carcaterra, Antonio; Solferini, Stefano

Performance evaluation of classical classifiers and deep learning approaches for polymers classification based on hyperspectral images

2021 - Advances in Computational Intelligence. IWANN 2021

Lorenzo-Navarro, J.; Serranti, S.; Bonifazi, G.; Capobianco, G.

Unifying Cross-Lingual Semantic Role Labeling with Heterogeneous Linguistic Resources

2021 - Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

Conia, Simone; Bacciu, Andrea; Navigli, Roberto

AMuSE-WSD: an all-in-one multilingual system for easy word sense disambiguation

2021 - Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Orlando, Riccardo; Conia, Simone; Brignone, Fabrizio; Cecconi, Francesco; Navigli, Roberto

InVeRo-XL: Making Cross-Lingual Semantic Role Labeling Accessible with Intelligible Verbs and Roles

2021 - Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Conia, Simone; Orlando, Riccardo; Brignone, Fabrizio; Cecconi, Francesco; Navigli, Roberto

CSI: a Coarse Sense Inventory for 85% Word Sense Disambiguation

2020 - Proceedings of the AAAI Conference on Artificial Intelligence

Lacerra, Caterina; Bevilacqua, Michele; Pasini, Tommaso; Navigli, Roberto

Explainable inference on sequential data via memory-tracking

2020 - Proceedings of the 29th International Joint Conference on Artificial Intelligence

La Rosa, Biagio; Capobianco, Roberto; Nardi, Daniele

A CNN approach for audio classification in construction sites

2020 - Progresses in Artificial Intelligence and Neural Systems

Maccagno, Alessandro; Mastropietro, Andrea; Mazziotta, Umberto; Scarpiniti, Michele; Lee, Yong-Cheol; Uncini, Aurelio

Multidimensional feeding of LSTM networks for multivariate prediction of energy time series

2020 -

Succetti, F.; Rosato, A.; Araneo, R.; Panella, M.

A combined deep learning approach for time series prediction in energy environments

2020 - Conference Record - Industrial and Commercial Power Systems Technical Conference

Rosato, A.; Succetti, F.; Araneo, R.; Andreotti, A.; Mitolo, M.; Panella, M.

Deep Learning for local damage identification in large space structures via sensor-measured time responses

2020 - Proceedings of the International astronautical congress, IAC

Iannelli, P.; Angeletti, F.; Gasbarri, P.; Panella, M.; Rosato, A.

Crop and Weeds Classification for Precision Agriculture Using Context-Independent Pixel-Wise Segmentation

2019 - 2019 Third IEEE International Conference on Robotic Computing (IRC)

Fawakherji, Mulham; Youssef, Ali; Bloisi, Domenico; Pretto, Alberto; Nardi, Daniele

An application of deep learning to chest disease detection using images and clinical data

2019 - Statistical evaluation sistems at 360Â°: techniques, technologies and new frontiers.

DI CIACCIO, Agostino; Crobu, Federica

âDeep Learning for analysis of GPR imagesâ

2019 - Radar and Remote Sensing Workshop

Ponti, F.; Barbuto, F.; Di Gregorio, P. P.; Mangini, F.; Simeoni, P.; Troiano, M.; Frezza, F.

Deep Learning for applications to Ground Penetrating Radar and electromagnetic diagnostic

2019 - PIERS

Ponti, Francesca; Barbuto, F.; Di Gregorio, Pietro Paolo; Mangini, Fabio; Simeoni, Patrizio; Troiano, Maurizio; Frezza, Fabrizio

2-D convolutional deep neural network for multivariate energy time series prediction

2019 - Proceedings - 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2019

Rosato, A.; Araneo, R.; Andreotti, A.; Panella, M.

Predictive analysis of photovoltaic power generation using deep learning

2019 - Proceedings - 2019 IEEE International Conference on Environment and Electrical Engineering and 2019 IEEE Industrial and Commercial Power Systems Europe, EEEIC/I and CPS Europe 2019

Rosato, A.; Araneo, R.; Andreotti, A.; Panella, M.

Tracking Multiple Image Sharing on Social Networks

2019 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Phan, Q. -T.; Boato, G.; Caldelli, R.; Amerini, I.

AdaGraph: Unifying Predictive and Continuous Domain Adaptation Through Graphs

2019 - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Mancini, Massimiliano; Rota BulÃ², Samuel; Caputo, Barbara; Ricci, Elisa

Domain generalization with domain-specific aggregation modules

2019 - Pattern Recognition. 40th German Conference, GCPR 2018, Stuttgart, Germany, October 9-12, 2018, Proceedings

D'Innocente, Antonio; Caputo, Barbara

Domain generalization by solving jigsaw puzzles

2019 - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Carlucci, Fabio Maria; D'Innocente, Antonio; Bucci, Silvia; Tommasi, Tatiana; Caputo, Barbara

Tackling partial domain adaptation with self-supervision

2019 - Image Analysis and Processing â ICIAP 2019

Bucci, Silvia; D'Innocente, Antonio; Tommasi, Tatiana

CLASSIFY X-RAY IMAGES USING CONVOLUTIONAL NEURAL NETWORKS

2019 - CLADAG 2019 Book of Short Papers

DI CIACCIO, AGOSTINO; CROBU, FEDERICA

A deep learning strategy for on-orbit servicing via space robotic manipulator

2019 - Proceedings of XXV International Congress of Aeronautics and Astronautics (2019)

Stolfi, Angelo; Angeletti, Federica; Gasbarri, Paolo; Panella, Massimo