Simone Lionetti

25 papers A* 1B 1Misc 1Journal 14Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Global Atlas of Digital Dermatology to Map Innovation and Disparities.
CoRR
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Lea Habermacher, Labelling Consortium, Ludovic Amruthalingam, Matthew Groh, Marc Pouly, Alexander A. Navarini
2025 J jnl
CleanPatrick: A Benchmark for Image Data Cleaning.
CoRR
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Elisabeth Victoria Goessinger, Hanna Lindemann, Marie Bargiela, Marie Hofbauer, Omar Badri, Philipp Tschandl, Arash Koochek, Matthew Groh, Alexander A. Navarini, Marc Pouly
2025 J jnl
Clinical Uncertainty Impacts Machine Learning Evaluations.
CoRR
Simone Lionetti, Fabian Gröger, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Alexander A. Navarini, Marc Pouly
2025 Misc conf
Evaluation of Deep Audio Representations for Hearables.
ICASSP
Fabian Gröger, Pascal Baumann, Ludovic Amruthalingam, Laurent Simon, Ruksana Giurda, Simone Lionetti
2025 J jnl
Evaluation of Deep Audio Representations for Hearables.
CoRR
Fabian Gröger, Pascal Baumann, Ludovic Amruthalingam, Laurent Simon, Ruksana Giurda, Simone Lionetti
2025 — conf
Is Hyperbolic Space All You Need for Medical Anomaly Detection?
MICCAI (3)
Álvaro González-Jiménez, Simone Lionetti, Ludovic Amruthalingam, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2025 J jnl
Is Hyperbolic Space All You Need for Medical Anomaly Detection?
CoRR
Álvaro González-Jiménez, Simone Lionetti, Ludovic Amruthalingam, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2025 — conf
Listening Intention Estimation for Hearables with Natural Behavior Cues.
WASPAA
Pascal Baumann, Seraina Glaus, Ludovic Amruthalingam, Fabian Gröger, Ruksana Giurda, Simone Lionetti
2025 J jnl
Representation-Based Data Quality Audits for Audio.
CoRR
Álvaro González-Jiménez, Fabian Gröger, Linda Wermelinger, Andrin Bürli, Iason Kastanis, Simone Lionetti, Marc Pouly
2025 J jnl
Robust T-Loss for medical image segmentation.
Medical Image Anal.
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Alexander A. Navarini, Marc Pouly
2024 — conf
Hyperbolic Metric Learning for Visual Outlier Detection.
ECCV Workshops (17)
Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois, Fabian Gröger, Alexander A. Navarini, Marc Pouly
2024 J jnl
Hyperbolic Metric Learning for Visual Outlier Detection.
CoRR
Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2024 A* conf
Intrinsic Self-Supervision for Data Quality Audits.
NeurIPS
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Matthew Groh, Alexander A. Navarini, Marc Pouly
2024 — conf
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa.
MICCAI (3)
Philippe Gottfrois, Fabian Gröger, Faly Herizo Andriambololoniaina, Ludovic Amruthalingam, Álvaro González-Jiménez, Christophe Hsu, Agnes Kessy, Simone Lionetti, Daudi Mavura, Wingston Ng'ambi, Dingase Faith Ngongonda, Marc Pouly, Mendrika Fifaliana Rakotoarisaona, Fahafahantsoa Rapelanoro Rabenja, Ibrahima Traoré, Alexander A. Navarini
2024 J jnl
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa.
CoRR
Philippe Gottfrois, Fabian Gröger, Faly Herizo Andriambololoniaina, Ludovic Amruthalingam, Álvaro González-Jiménez, Christophe Hsu, Agnes Kessy, Simone Lionetti, Daudi Mavura, Wingston Ng'ambi, Dingase Faith Ngongonda, Marc Pouly, Mendrika Fifaliana Rakotoarisaona, Fahafahantsoa Rapelanoro Rabenja, Ibrahima Traoré, Alexander A. Navarini
2024 J jnl
Self-Supervised and Few-Shot Learning for Robust Bioaerosol Monitoring.
CoRR
Adrian Willi, Pascal Baumann, Sophie Erb, Fabian Gröger, Yanick Zeder, Simone Lionetti
2024 J jnl
Towards Scalable Foundation Models for Digital Dermatology.
CoRR
Fabian Gröger, Philippe Gottfrois, Ludovic Amruthalingam, Álvaro González-Jiménez, Simone Lionetti, Luis R. Soenksen-Martinez, Alexander A. Navarini, Marc Pouly
2023 — conf
Robust T-Loss for Medical Image Segmentation.
MICCAI (3)
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2023 J jnl
Robust T-Loss for Medical Image Segmentation.
CoRR
Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini
2023 — conf
SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology.
CVPR Workshops
Álvaro González-Jiménez, Simone Lionetti, Marc Pouly, Alexander A. Navarini
2023 J jnl
SelfClean: A Self-Supervised Data Cleaning Strategy.
CoRR
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Ludovic Amruthalingam, Labelling Consortium, Matthew Groh, Alexander A. Navarini, Marc Pouly
2023 — conf
Towards Reliable Dermatology Evaluation Benchmarks.
ML4H@NeurIPS
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly
2023 J jnl
Towards Reliable Dermatology Evaluation Benchmarks.
CoRR
Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Álvaro González-Jiménez, Matthew Groh, Roxana Daneshjou, Labelling Consortium, Alexander A. Navarini, Marc Pouly
2022 B conf
Auto-Regressive Self-Attention Models for Diagnosis Prediction on Electronic Health Records.
IEEE Big Data
Pascal Wullschleger, Simone Lionetti, Donnacha Daly, Francesca Volpe, Grégoire Caro
2021 — conf
Tourism Forecast with Weather, Event, and Cross-industry Data.
ICAART (2)
Simone Lionetti, Daniel Pfäffli, Marc Pouly, Tim vor der Brück, Philipp Wegelin