On the generalization capacity of neural networks during generic multimodal reasoningTaku ItoSoham Danet al.2024ICLR 2024
Adaptive Conformal Regression with Split-Jackknife+ ScoresNicolas DeutschmannMattia Rigottiet al.2024TMLR
MC Layer Normalization for calibrated uncertainty in Deep LearningThomas FrickDiego Antogniniet al.2024TMLR
Auditing and Generating Synthetic Data With Controllable Trust Trade-OffsBrian BelgoderePierre Dogninet al.2024IEEE JESTCS
Risk Assessment and Statistical Significance in the Age of Foundation ModelsApoorva NitsureYoussef Mrouehet al.2023NeurIPS 2023
Towards Workflows for the Use of AI Foundation Models in Visual Inspection ApplicationsMattia RigottiDiego Antogniniet al.2023EUROSTRUCT 2023
DARE: Towards Robust Text Explanations in Biomedical and Healthcare ApplicationsAdam IvankayMattia Rigottiet al.2023ACL 2023
The implications of categorical and category-free mixed selectivity on representational geometriesMatthew T. KaufmanMarcus K. Bennaet al.2022Current Opinion in Neurobiology
Compositional generalization through abstract representations in human and artificial neural networksTakuya ItoTim Klingeret al.2022NeurIPS 2022
Active Learning for Imbalanced Civil Infrastructure DataThomas FrickDiego Antogniniet al.2022ECCV 2022