Model-Assisted Labeling via Explainability for Visual Inspection of Civil Infrastructures
- Klara Janouskova
- Mattia Rigotti
- et al.
- 2022
- ECCV 2022
Publications
42 results for Mattia Rigotti
Active Learning for Imbalanced Civil Infrastructure Data
- Thomas Frick
- Diego Antognini
- et al.
- 2022
- ECCV 2022
Correction of motion Artefacts in HR-pQCT using Cycle-Consistent Adversarial Networks
- Philipp Y. Steiner
- Matthias Walle
- et al.
- 2022
- ESB 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
Attention-based Interpretability with Concept Transformers
- Mattia Rigotti
- Christoph Miksovic Czasch
- et al.
- 2022
- ICLR 2022
Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge
- Pierre Dognin
- Igor Melnyk
- et al.
- 2022
- JAIR
Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks
- Rong Zhu
- Mattia Rigotti
- 2021
- NeurIPS 2021
Tabular Transformers for Modeling Multivariate Time Series
- Inkit Padhi
- Yair Schiff
- et al.
- 2021
- ICASSP 2021
Predictive learning as a network mechanism for extracting low-dimensional latent space representations
- Stefano Recanatesi
- Matthew Farrell
- et al.
- 2021
- Nature Communications
Self-correcting Q-learning
- Rong Zhu
- Mattia Rigotti
- 2021
- AAAI 2021