Francesco Pinto

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 16

Top Topics

High Robustness

Top Venues

Publications

Francesco Pinto, Nathalie Rauschmayr, Florian Tramèr, Philip Torr, Federico Tombari
Extracting Training Data from Document-Based VQA Models. CoRR (2024)
Cornelius Emde, Francesco Pinto, Thomas Lukasiewicz, Philip H. S. Torr, Adel Bibi
Towards Certification of Uncertainty Calibration under Adversarial Attacks. CoRR (2024)
Anjun Hu, Jindong Gu, Francesco Pinto, Konstantinos Kamnitsas, Philip H. S. Torr
As Firm As Their Foundations: Can open-sourced foundation models be used to create adversarial examples for downstream tasks? CoRR (2024)
Francesco Pinto, Yaxi Hu, Fanny Yang, Amartya Sanyal
PILLAR: How to make semi-private learning more effective. SaTML (2024)
Javier Abad, Konstantin Donhauser, Francesco Pinto, Fanny Yang
Strong Copyright Protection for Language Models via Adaptive Model Fusion. CoRR (2024)
Francesco Pinto, Yaxi Hu, Fanny Yang, Amartya Sanyal
PILLAR: How to make semi-private learning more effective. CoRR (2023)
Tom Joy, Francesco Pinto, Ser-Nam Lim, Philip H. S. Torr, Puneet K. Dokania
Sample-Dependent Adaptive Temperature Scaling for Improved Calibration. AAAI (2023)
Jianhao Yuan, Francesco Pinto, Adam Davies, Aarushi Gupta, Philip H. S. Torr
Not Just Pretty Pictures: Text-to-Image Generators Enable Interpretable Interventions for Robust Representations. CoRR (2022)
Francesco Pinto, Philip H. S. Torr, Puneet K. Dokania
An Impartial Take to the CNN vs Transformer Robustness Contest. CoRR (2022)
Francesco Pinto, Harry Yang, Ser Nam Lim, Philip H. S. Torr, Puneet K. Dokania
Using Mixup as a Regularizer Can Surprisingly Improve Accuracy & Out-of-Distribution Robustness. NeurIPS (2022)
Francesco Pinto, Philip H. S. Torr, Puneet K. Dokania
An Impartial Take to the CNN vs Transformer Robustness Contest. ECCV (13) (2022)
Francesco Pinto, Harry Yang, Ser-Nam Lim, Philip H. S. Torr, Puneet K. Dokania
RegMixup: Mixup as a Regularizer Can Surprisingly Improve Accuracy and Out Distribution Robustness. CoRR (2022)
Tom Joy, Francesco Pinto, Ser-Nam Lim, Philip H. S. Torr, Puneet K. Dokania
Sample-dependent Adaptive Temperature Scaling for Improved Calibration. CoRR (2022)
Francesco Pinto, Giacomo Acciarini, Sascha Metz, Sarah Boufelja, Sylvester Kaczmarek, Klaus Merz, José A. Martinez-Heras, Francesca Letizia, Christopher Bridges, Atilim Günes Baydin
Towards Automated Satellite Conjunction Management with Bayesian Deep Learning. CoRR (2020)
Giacomo Acciarini, Francesco Pinto, Sascha Metz, Sarah Boufelja, Sylvester Kaczmarek, Klaus Merz, José A. Martinez-Heras, Francesca Letizia, Christopher Bridges, Atilim Günes Baydin
Spacecraft Collision Risk Assessment with Probabilistic Programming. CoRR (2020)
Francesco Pinto, Andrea Romanoni, Matteo Matteucci, Philip H. S. Torr
SECI-GAN: Semantic and Edge Completion for dynamic objects removal. ICPR (2020)