Speeding Up Resting State Networks Recognition via a Hardware Accelerator. - Filippo Carloni; Giada Casagrande; Valentina Corbetta; Andrea Agostinelli; Emanuele Del Sozzo; Luca Cerina; Marco D. Santambrogio (BHI, 2019)

Memory-Efficient Episodic Control Reinforcement Learning with Dynamic Online k-means. - Andrea Agostinelli; Kai Arulkumaran; Marta Sarrico; Pierre Richemond; Anil Anthony Bharath (CoRR, 2019)

Sample-Efficient Reinforcement Learning with Maximum Entropy Mellowmax Episodic Control. - Marta Sarrico; Kai Arulkumaran; Andrea Agostinelli; Pierre Richemond; Anil Anthony Bharath (CoRR, 2019)

Transferability Metrics for Selecting Source Model Ensembles. - Andrea Agostinelli; Jasper R. R. Uijlings; Thomas Mensink; Vittorio Ferrari (CVPR, 2022)

Transferability Estimation using Bhattacharyya Class Separability. - Michal Pándy; Andrea Agostinelli; Jasper R. R. Uijlings; Vittorio Ferrari; Thomas Mensink (CVPR, 2022)

How Stable Are Transferability Metrics Evaluations? - Andrea Agostinelli; Michal Pándy; Jasper R. R. Uijlings; Thomas Mensink; Vittorio Ferrari (ECCV (34), 2022)

MusicLM: Generating Music From Text. - Andrea Agostinelli; Timo I. Denk; Zalán Borsos; Jesse H. Engel; Mauro Verzetti; Antoine Caillon; Qingqing Huang; Aren Jansen; Adam Roberts; Marco Tagliasacchi; Matthew Sharifi; Neil Zeghidour; et al. (CoRR, 2023)

SingSong: Generating musical accompaniments from singing. - Chris Donahue; Antoine Caillon; Adam Roberts; Ethan Manilow; Philippe Esling; Andrea Agostinelli; Mauro Verzetti; Ian Simon; Olivier Pietquin; Neil Zeghidour; Jesse H. Engel (CoRR, 2023)

Brain2Music: Reconstructing Music from Human Brain Activity. - Timo I. Denk; Yu Takagi; Takuya Matsuyama; Andrea Agostinelli; Tomoya Nakai; Christian Havnø Frank; Shinji Nishimoto (CoRR, 2023)

MusicRL: Aligning Music Generation to Human Preferences. - Geoffrey Cideron; Sertan Girgin; Mauro Verzetti; Damien Vincent; Matej Kastelic; Zalán Borsos; Brian McWilliams; Victor Ungureanu; Olivier Bachem; Olivier Pietquin; Matthieu Geist; Léonard Hussenot; et al. (ICML, 2024)

Diversity-Rewarded CFG Distillation. - Geoffrey Cideron; Andrea Agostinelli; Johan Ferret; Sertan Girgin; Romuald Elie; Olivier Bachem; Sarah Perrin; Alexandre Ramé (ICLR, 2025)

MAD Speech: Measures of Acoustic Diversity of Speech. - Matthieu Futeral; Andrea Agostinelli; Marco Tagliasacchi; Neil Zeghidour; Eugene Kharitonov (NAACL (Long Papers), 2025)

Live Music Models. - Antoine Caillon; Brian McWilliams; Cassie Tarakajian; Ian Simon; Ilaria Manco; Jesse H. Engel; Noah Constant; Yunpeng Li 008; Timo I. Denk; Alberto Lalama; Andrea Agostinelli; Cheng-Zhi Anna Huang; et al. (CoRR, 2025)