MC Layer Normalization for calibrated uncertainty in Deep Learning
- Thomas Frick
- Diego Antognini
- et al.
- 2024
- TMLR
Publications
40 results for Cristiano Malossi
Towards Workflows for the Use of AI Foundation Models in Visual Inspection Applications
- Mattia Rigotti
- Diego Antognini
- et al.
- 2023
- EUROSTRUCT 2023
Challenges in post-training quantization of Vision Transformers
- Piotr Sebastian Kluska
- Florian Scheidegger
- et al.
- 2023
- KDD 2023
Model-Assisted Labeling via Explainability for Visual Inspection of Civil Infrastructures
- Klara Janouskova
- Mattia Rigotti
- et al.
- 2022
- ECCV 2022
Active Learning for Imbalanced Civil Infrastructure Data
- Thomas Frick
- Diego Antognini
- et al.
- 2022
- ECCV 2022
Design of a Cloud-Based Data Platform for Standardized Machine Learning Workflows with Applications to Transport Infrastructure
- Andrea Bartezzaghi
- Ioana Giurgiu
- et al.
- 2022
- IEEE MELECON 2022
Enabling Reproducibility and Meta-learning Through a Lifelong Database of Experiments (LDE)
- Jason Tsay
- Andrea Bartezzaghi
- et al.
- 2022
- arXiv
AutoText: An End-to-End AutoAI Framework for Text
- Arunima Chaudhary
- Alayt Issak
- et al.
- 2021
- AAAI 2021
Generating Efficient DNN-Ensembles with Evolutionary Computation
- Marc Ortiz
- Florian Scheidegger
- et al.
- 2020
- arXiv
Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy
- Florian Scheidegger
- Roxana Istrate
- et al.
- 2020
- Visual Computer