LUCA SCOFANO

PhD Student

PhD program:: XXXVII
email: scofano@diag.uniroma1.it

co-supervisor: Fabio Galasso
co-supervisor (2): Alessandro Nicolosi

Education:
- 2019 - 2021: MSc in "Data Science", La Sapienza University of Rome
Master's Thesis: "Graph Neural Networks for multi-agent trajectory forecasting in games", supervised by professor Fabio Galasso
- 2016 - 2019: BSc in "Economics", La Sapienza University of Rome

Research area:
- Human Pose Forecasting
- Trajectory Forecasting
- Multi-Agent Reinforcement Learning
- Zero-Shot Action Recognition
- Imitation Learning

Research products

11573/1702411 - 2024 - About Latent Roles in Forecasting Players in Team Sports

Scofano, Luca; Sampieri, Alessio; Re, Giuseppe; Almanza, Matteo; Panconesi, Alessandro; Galasso, Fabio - 01a Articolo in rivista

paper: NEURAL PROCESSING LETTERS (Kluwer Academic Publishers:Journals Department, PO Box 322, 3300 AH Dordrecht Netherlands:011 31 78 6576050, EMAIL: frontoffice@wkap.nl, kluweronline@wkap.nl, INTERNET: http://www.kluwerlaw.com, Fax: 011 31 78 6576254) pp. - - issn: 1370-4621 - wos: WOS:001167155000002 (0) - scopus: 2-s2.0-85185659133 (0)

11573/1695410 - 2023 - ICML 2023 topological deep learning challenge. Design and results

Papillon, Mathilde; Hajij, Mustafa; Frantzen, Florian; Hoppe, Josef; Jenne, Helen; Mathe, Johan; Myers, Audun; Papamarkou, Theodore; Schaub, Michael T.; Zamzmi, Ghada; Birdal, Tolga; Dey, Tamal; Doster, Timothy; Emerson, Tegan H.; Gopalakrishnan, Gurusankar; Govil, D.; Grande, Vincent P.; Guzm'an-S'aenz, Aldo; Kvinge, Henry; Livesay, Neal; Meisner, Jan; Mukherjee, Soham; Samaga, Shreyas N.; Natesan Ramamurthy, Karthikeyan; Reddy Karri, Maneel; Rosen, Paul; Sanborn, Sophia; Scholkemper, Michael; Walters, Robin; Agerberg, Jens; Bokman, Georg; Barikbin, Sadrodin; Battiloro, Claudio; Bazhenov, Gleb; Bern('A)Rdez, Guillermo; Brent, Aiden; Escalera, Sergio; Fiorellino, Simone; Gavrilev, Dmitrii; Hassanin, Mohammed; Hausner, Paul; Hoff Gardaa, Odin; Khamis, Abdelwahed; Lecha, M; Magai, German; Malygina, Tatiana; Melnyk, Pavlo; Ballester, Rub('E)N; Varma Nadimpalli, Kalyan; Nikitin, Alexander; Rabinowitz, Abraham; Salatiello, Alessandro; Scardapane, Simone; Scofano, Luca; Singh, Suraj; Sjolund, Jens; Snopov, Paul; Spinelli, Indro; Telyatnikov, Lev; Testa, Lucia; Yang, Maosheng; Yue, Yixiao; Zaghen, Olga; Zia, Ali; Miolane, Nina - 04b Atto di convegno in volume

conference: International Conference on Machine Learning (Honolulu; Hawaii)

book: Proceedings of Machine Learning Research - ()

11573/1686540 - 2023 - Best Practices for 2-Body Pose Forecasting

Rahman, Muhammad Rameez Ur; Scofano, Luca; De Matteis, Edoardo; Flaborea, Alessandro; Sampieri, Alessio; Galasso, Fabio - 04b Atto di convegno in volume

conference: IEEE Conference on Computer Vision and Pattern Recognition (Vancouver, Canada)

book: IEEE Conference on Computer Vision and Pattern Recognition Workshops - ()

11573/1695402 - 2023 - Staged Contact-Aware Global Human Motion Forecasting

Scofano, Luca; Sampieri, Alessio; Schiele, Elisabeth; De Matteis, Edoardo; Leal-Taixé, Laura; Galasso, Fabio - 04b Atto di convegno in volume

conference: British Machine Vision Conference (Aberdeen; United Kingdom)

book: British Machine Vision Conference - ()

11573/1664528 - 2022 - Mesoscale precipitation nowcasting from weather radar data using space-time-separable graph convolutional networks

Trappolini, Daniele; Scofano, Luca; Sampieri, Alessio; Messina, Francesco; Galasso, Fabio; Di Fabio, Saverio; Silvio Marzano, Frank - 04d Abstract in atti di convegno

conference: European Geoscience Union General Assembly (Vienna)

book: EGU General Assembly Conference Abstracts - ()