Publications

TopoX a suite of Python packages for machine learning on topological domains

pre-print, 2024

Following the Human Thread in Social Navigation

Luca Scofano, Alessio Sampieri, Tommaso Campari, Valentino Sacco, Indro Spinelli, Lamberto Ballan, Fabio Galasso

, 2024

PREGO online mistake detection in PRocedural and EGOcentric Videos

Alessandro Flaborea, Guido Maria D’Amely Di Melendugno, Leonardo Plini, Luca Scofano, Edoardo De Matteis, Antonino Furnari, Giovanni Maria Farinella, Fabio Galasso

IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024

PDF Project Page

Best Practices for 2-Body Pose Forecasting

Muhammad Rameez Ur Rahman*, Luca Scofano*, Edoardo De Matteis, Alessandro Flaborea, Alessio Sampieri, Fabio Galasso

IEEE / CVF Computer Vision and Pattern Recognition Conference Workshop (CVPRw), Awarded as Best Paper of the Precognition Workshop, 2023

PDF Project Page

Staged Contact-Aware Global Human Motion Forecasting

Luca Scofano, Alessio Sampieri, Elisabeth Schiele, Edoardo De Matteis, Laura Leal-Taixé, Fabio Galasso

British Machine Vision Conference (BMVC), 2023

PDF Project Page

About latent roles in forecasting players in team sports

Luca Scofano, Alessio Sampieri, Giuseppe Re, Matteo Almanza, Alessandro Panconesi, Fabio Galasso

International Conference on Learning Representations (ICLR) Workshop on Agent-Based Modelling (AI4ABM), 2023

PDF Project Page

ICML 2023 Topological Deep Learning Challenge, Design and Results

International Conference on Machine Learning (ICML) Topological, Algebraic and Geometric Learning Workshops, 2023

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Mesoscale precipitation nowcasting from weather radar data using space-time-separable graph convolutional networks

Daniele Trappolini, Luca Scofano, Alessio Sampieri, Francesco Messina, Fabio Galasso, Saverio Di Fabio, Frank Silvio Marzano

European Geosciences Union (EGU), the 24th EGU General Assembly, 2022

PDF Project Page