Tourism Forecast with Weather, Event, and Cross-industry Data. - Simone Lionetti; Daniel Pfäffli; Marc Pouly; Tim vor der Brück; Philipp Wegelin (ICAART (2), 2021)

Auto-Regressive Self-Attention Models for Diagnosis Prediction on Electronic Health Records. - Pascal Wullschleger; Simone Lionetti; Donnacha Daly; Francesca Volpe; Grégoire Caro (IEEE Big Data, 2022)

SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology. - Álvaro González-Jiménez; Simone Lionetti; Marc Pouly; Alexander A. Navarini (CVPR Workshops, 2023)

Towards Reliable Dermatology Evaluation Benchmarks. - Fabian Gröger; Simone Lionetti; Philippe Gottfrois; Álvaro González-Jiménez; Matthew Groh; Roxana Daneshjou; Labelling Consortium; Alexander A. Navarini; Marc Pouly (ML4H@NeurIPS, 2023)

SelfClean: A Self-Supervised Data Cleaning Strategy. - Fabian Gröger; Simone Lionetti; Philippe Gottfrois; Álvaro González-Jiménez; Ludovic Amruthalingam; Labelling Consortium; Matthew Groh; Alexander A. Navarini; Marc Pouly (CoRR, 2023)

Hyperbolic Metric Learning for Visual Outlier Detection. - Álvaro González-Jiménez; Simone Lionetti; Dena Bazazian; Philippe Gottfrois; Fabian Gröger; Alexander A. Navarini; Marc Pouly (ECCV Workshops (17), 2024)

PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa. - 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; et al. (MICCAI (3), 2024)

Intrinsic Self-Supervision for Data Quality Audits. - Fabian Gröger; Simone Lionetti; Philippe Gottfrois; Álvaro González-Jiménez; Ludovic Amruthalingam; Matthew Groh; Alexander A. Navarini; Marc Pouly (NeurIPS, 2024)

Self-Supervised and Few-Shot Learning for Robust Bioaerosol Monitoring. - Adrian Willi; Pascal Baumann 003; Sophie Erb; Fabian Gröger; Yanick Zeder; Simone Lionetti (CoRR, 2024)

Towards Scalable Foundation Models for Digital Dermatology. - Fabian Gröger; Philippe Gottfrois; Ludovic Amruthalingam; Álvaro González-Jiménez; Simone Lionetti; Luis R. Soenksen-Martinez; Alexander A. Navarini; Marc Pouly (CoRR, 2024)

Evaluation of Deep Audio Representations for Hearables. - Fabian Gröger; Pascal Baumann 003; Ludovic Amruthalingam; Laurent Simon; Ruksana Giurda; Simone Lionetti (ICASSP, 2025)

Robust T-Loss for medical image segmentation. - Álvaro González-Jiménez; Simone Lionetti; Philippe Gottfrois; Fabian Gröger; Alexander A. Navarini; Marc Pouly (Medical Image Anal., 2025)

CleanPatrick: A Benchmark for Image Data Cleaning. - 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; et al. (CoRR, 2025)

Is Hyperbolic Space All You Need for Medical Anomaly Detection? - Álvaro González-Jiménez; Simone Lionetti; Ludovic Amruthalingam; Philippe Gottfrois; Fabian Gröger; Marc Pouly; Alexander A. Navarini (CoRR, 2025)