For the most recent and updated list, please visit my Google Scholar.
Hyperbolic Learning with Multimodal Large Language Models PDF
P. Mandica · L. Franco · K. Kallidromitis · S. Petryk · F. Galasso
European Conference on Computer Vision - Workshop (ECCV-W 2024)
Hyperbolic neural networks, Multimodal learning, Large language models, Uncertainty estimation
SeRpEnt: Selective Resampling for Expressive State Space Models PDF
S. Rando · L. Romani · M. Migliarini · D. Gudovskiy · L. Franco · L. Rigazio · F. Galasso
International Conference on Machine Learning - Workshop (ICML-W 2024)
State space models, Long-range dependencies, Time-series forecasting
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift PDF
L. Franco · P. Mandica · K. Kallidromitis · D. Guillory · Y.-T. Li · T. Darrell · F. Galasso
International Conference on Machine Learning (ICML 2024)
Active learning, Semantic segmentation, Domain adaptation, Hyperbolic neural networks, Uncertainty
Hyperbolic Self-Paced Learning for Self-Supervised Skeleton Action Representations PDF
L. Franco · P. Mandica · B. Munjal · F. Galasso
International Conference on Learning Representations (ICLR 2023)
Self-supervised learning, Hyperbolic neural networks, Self-paced learning, Action recognition
Under the Hood of Transformer Networks for Trajectory Forecasting PDF
L. Franco · L. Placidi · F. Giuliari · I. Hasan · M. Cristani · F. Galasso
Pattern Recognition Journal (2023)
Transformer networks, Trajectory forecasting, Time-series analysis
Differentiating Foreshocks and Aftershocks with Deep Learning PDF
L. Laurenti · G. Paoletti · E. Tinti · F. Galasso · L. Franco · C. Collettini · C. Marone
American Geophysical Union (AGU 2023)
Seismology, Earthquake prediction, Time-series forecasting
Using Deep Learning to Understand Variations in Fault Zone Properties PDF
L. Laurenti · G. Paoletti · E. Tinti · F. Galasso · L. Franco · C. Collettini · C. Marone
European Geophysical Union (EGU 2023)
Deep learning, Fault zone analysis, Seismology, Geophysics
Deep Learning for Laboratory Earthquake Prediction PDF
L. Laurenti · E. Tinti · F. Galasso · L. Franco · C. Marone
Earth and Planetary Science Letters (2022)
Earthquake prediction, Deep learning, Fault zone properties, Experimental seismology
Space-Time-Separable Graph Convolutional Network for Pose Forecasting PDF
T. Sofianos · A. Sampieri · L. Franco · F. Galasso
International Conference on Computer Vision (ICCV 2021)
Graph convolutional networks, Pose forecasting, Spatio-temporal modeling