Vaccarino, Francesco

6 publications

ICLR 2026 Bound by Semanticity: Universal Laws Governing the Generalization-Identification Tradeoff Marco Nurisso, Jesseba Fernando, Raj Deshpande, Alan Perotti, Raja Marjieh, Steven M Frankland, Richard Lewis, Taylor Whittington Webb, Declan Iain Campbell, Francesco Vaccarino, Jonathan D. Cohen, Giovanni Petri

ICLR 2026 Topology and Geometry of the Learning Space of ReLU Networks: Connectivity and Singularities Marco Nurisso, Pierrick Leroy, Giovanni Petri, Francesco Vaccarino

ICML 2025 Attributes Shape the Embedding Space of Face Recognition Models Pierrick Leroy, Antonio Mastropietro, Marco Nurisso, Francesco Vaccarino

ICMLW 2024 A Differentiable Topological Notion of Local Maxima for Keypoint Detection Giovanni Barbarani, Francesco Vaccarino, Gabriele Trivigno, Marco Guerra, Gabriele Berton, Carlo Masone

ICML 2024 Scale-Free Image Keypoints Using Differentiable Persistent Homology Giovanni Barbarani, Francesco Vaccarino, Gabriele Trivigno, Marco Guerra, Gabriele Berton, Carlo Masone

NeurIPS 2024 Topological Obstruction to the Training of Shallow ReLU Neural Networks Marco Nurisso, Pierrick Leroy, Francesco Vaccarino