Simone Lionetti

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Mahalanobis Metric

Medical Image Segmentation

Metric Learning

Detecting Outliers

Top Venues

Publications

Adrian Willi, Pascal Baumann, Sophie Erb, Fabian Gröger, Yanick Zeder, Simone Lionetti
Self-Supervised and Few-Shot Learning for Robust Bioaerosol Monitoring. CoRR (2024)
Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
Hyperbolic Metric Learning for Visual Outlier Detection. CoRR (2024)
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Labelling Consortium, Matthew Groh, Alexander A. Navarini, Marc Pouly
SelfClean: A Self-Supervised Data Cleaning Strategy. CoRR (2023)
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly
Towards Reliable Dermatology Evaluation Benchmarks. CoRR (2023)
Álvaro González-Jiménez, Simone Lionetti, Marc Pouly, Alexander A. Navarini
SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology. CVPR Workshops (2023)
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly
Towards Reliable Dermatology Evaluation Benchmarks. ML4H@NeurIPS (2023)
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
Robust T-Loss for Medical Image Segmentation. CoRR (2023)
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
Robust T-Loss for Medical Image Segmentation. MICCAI (3) (2023)
Pascal Wullschleger, Simone Lionetti, Donnacha Daly, Francesca Volpe, Grégoire Caro
Auto-Regressive Self-Attention Models for Diagnosis Prediction on Electronic Health Records. Big Data (2022)
Simone Lionetti, Daniel Pfäffli, Marc Pouly, Tim vor der Brück, Philipp Wegelin
Tourism Forecast with Weather, Event, and Cross-industry Data. ICAART (2) (2021)