Lorenzo Basile

13 papers A* 1B 1Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Emergent representations in networks trained with the Forward-Forward algorithm.
Trans. Mach. Learn. Res.
Niccolò Tosato, Lorenzo Basile, Emanuele Ballarin, Giuseppe de Alteriis, Alberto Cazzaniga, Alessio Ansuini
2025 B conf
Frequency maps reveal the correlation between Adversarial Attacks and Implicit Bias.
IJCNN
Lorenzo Basile, Nikos Karantzas, Alberto d'Onofrio, Luca Manzoni, Luca Bortolussi, Alex Rodriguez, Fabio Anselmi
2025 — conf
Geometry, topology and mechanistic interpretability of large scale AI models.
Ital-IA
Alessio Ansuini, Lorenzo Basile, Federica Bazzocchi, Matteo Biagetti, Alberto Cazzaniga, Stefano Cozzini, Francesca Cuturello, Diego Doimo, Yuri Gardinazzi, Ruggero Lot, Francesco Ortu, Emanuele Panizon, Valerio Piomponi, Tommaso Rodani, Alessandro Serra, Niccolò Tosato, Lucrezia Valeriani
2025 J jnl
Head Pursuit: Probing Attention Specialization in Multimodal Transformers.
CoRR
Lorenzo Basile, Valentino Maiorca, Diego Doimo, Francesco Locatello, Alberto Cazzaniga
2025 A* conf
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations.
ICLR
Lorenzo Basile, Santiago Acevedo, Luca Bortolussi, Fabio Anselmi, Alex Rodriguez
2025 J jnl
ResiDual Transformer Alignment with Spectral Decomposition.
Trans. Mach. Learn. Res.
Lorenzo Basile, Valentino Maiorca, Luca Bortolussi, Emanuele Rodolà, Francesco Locatello
2024 J jnl
Harvesting energy from turbulent winds with Reinforcement Learning.
CoRR
Lorenzo Basile, Maria Grazia Berni, Antonio Celani
2024 J jnl
Intrinsic Dimension Correlation: uncovering nonlinear connections in multimodal representations.
CoRR
Lorenzo Basile, Santiago Acevedo, Luca Bortolussi, Fabio Anselmi, Alex Rodriguez
2024 J jnl
ResiDual Transformer Alignment with Spectral Decomposition.
CoRR
Lorenzo Basile, Valentino Maiorca, Luca Bortolussi, Emanuele Rodolà, Francesco Locatello
2024 J jnl
Scalable unsupervised alignment of general metric and non-metric structures.
CoRR
Sanketh Vedula, Valentino Maiorca, Lorenzo Basile, Francesco Locatello, Alexander M. Bronstein
2024 J jnl
The Narrow Gate: Localized Image-Text Communication in Vision-Language Models.
CoRR
Alessandro Serra, Francesco Ortu, Emanuele Panizon, Lucrezia Valeriani, Lorenzo Basile, Alessio Ansuini, Diego Doimo, Alberto Cazzaniga
2023 J jnl
Emergent representations in networks trained with the Forward-Forward algorithm.
CoRR
Niccolò Tosato, Lorenzo Basile, Emanuele Ballarin, Giuseppe de Alteriis, Alberto Cazzaniga, Alessio Ansuini
2023 J jnl
Relating Implicit Bias and Adversarial Attacks through Intrinsic Dimension.
CoRR
Lorenzo Basile, Nikos Karantzas, Alberto d'Onofrio, Luca Bortolussi, Alex Rodriguez, Fabio Anselmi