Design of a Cloud-Based Data Platform for Standardized Machine Learning Workflows with Applications to Transport InfrastructureAndrea BartezzaghiIoana Giurgiuet al.2022IEEE MELECON 2022
Probabilistic feature matching for fast scalable visual promptingThomas FrickCezary Skuraet al.2024IJCAI 2024
Towards Workflows for the Use of AI Foundation Models in Visual Inspection ApplicationsMattia RigottiDiego Antogniniet al.2023EUROSTRUCT 2023
Model-Assisted Labeling via Explainability for Visual Inspection of Civil InfrastructuresKlara JanouskovaMattia Rigottiet al.2022ECCV 2022
Active Learning for Imbalanced Civil Infrastructure DataThomas FrickDiego Antogniniet al.2022ECCV 2022
Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 ChallengePierre DogninIgor Melnyket al.2022JAIR
Adaptive Conformal Regression with Split-Jackknife+ ScoresNicolas DeutschmannMattia Rigottiet al.2024TMLR
MC Layer Normalization for calibrated uncertainty in Deep LearningThomas FrickDiego Antogniniet al.2024TMLR