Giurgiu, Ioana

7 publications

TMLR 2024 MC Layer Normalization for Calibrated Uncertainty in Deep Learning Thomas Frick, Diego Antognini, Ioana Giurgiu, Benjamin F Grewe, Cristiano Malossi, Rong J.B. Zhu, Mattia Rigotti

IJCAI 2024 Probabilistic Feature Matching for Fast Scalable Visual Prompting Thomas Frick, Cezary Skura, Filip Janicki, Roy Assaf, Niccolò Avogaro, Daniel Caraballo, Yagmur Gizem Cinar, Brown Ebouky, Ioana Giurgiu, Takayuki Katsuki, Piotr Kluska, Cristiano Malossi, Haoxiang Qiu, Tomoya Sakai, Florian Scheidegger, Andrej Simeski, Daniel Yang, Andrea Bartezzaghi, Mattia Rigotti

ECCVW 2022 Active Learning for Imbalanced Civil Infrastructure Data Thomas Frick, Diego Antognini, Mattia Rigotti, Ioana Giurgiu, Benjamin F. Grewe, Cristiano Malossi

ICLR 2022 Attention-Based Interpretability with Concept Transformers Mattia Rigotti, Christoph Miksovic, Ioana Giurgiu, Thomas Gschwind, Paolo Scotton

AAAI 2022 CCA: An ML Pipeline for Cloud Anomaly Troubleshooting Lili Georgieva, Ioana Giurgiu, Serge Monney, Haris Pozidis, Viviane Potocnik, Mitch Gusat

ECCVW 2022 Model-Assisted Labeling via Explainability for Visual Inspection of Civil Infrastructures Klára Janousková, Mattia Rigotti, Ioana Giurgiu, Cristiano Malossi

IJCAI 2020 An Anomaly Detection and Explainability Framework Using Convolutional Autoencoders for Data Storage Systems Roy Assaf, Ioana Giurgiu, Jonas Pfefferle, Serge Monney, Haris Pozidis, Anika Schumann