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2020 – today
- 2024
[c6]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:
PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa. MICCAI (3) 2024: 703-712- [i5]Álvaro González-Jiménez, Simone Lionetti, Dena Bazazian, Philippe Gottfrois
, Fabian Gröger, Marc Pouly, Alexander A. Navarini:
Hyperbolic Metric Learning for Visual Outlier Detection. CoRR abs/2403.15260 (2024) - [i4]Adrian Willi, Pascal Baumann, Sophie Erb, Fabian Gröger, Yanick Zeder, Simone Lionetti:
Self-Supervised and Few-Shot Learning for Robust Bioaerosol Monitoring. CoRR abs/2406.09984 (2024) - 2023
- [c5]Álvaro González-Jiménez, Simone Lionetti, Marc Pouly, Alexander A. Navarini:
SANO: Score-based Diffusion Model for Anomaly Localization in Dermatology. CVPR Workshops 2023: 2988-2994 - [c4]Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini:
Robust T-Loss for Medical Image Segmentation. MICCAI (3) 2023: 714-724 - [c3]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: 101-128 - [i3]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 abs/2305.17048 (2023) - [i2]Álvaro González-Jiménez, Simone Lionetti, Philippe Gottfrois, Fabian Gröger, Marc Pouly, Alexander A. Navarini:
Robust T-Loss for Medical Image Segmentation. CoRR abs/2306.00753 (2023) - [i1]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 abs/2309.06961 (2023) - 2022
- [c2]Pascal Wullschleger, Simone Lionetti, Donnacha Daly, Francesca Volpe, Grégoire Caro:
Auto-Regressive Self-Attention Models for Diagnosis Prediction on Electronic Health Records. IEEE Big Data 2022: 1950-1956 - 2021
- [c1]Simone Lionetti, Daniel Pfäffli, Marc Pouly, Tim vor der Brück, Philipp Wegelin:
Tourism Forecast with Weather, Event, and Cross-industry Data. ICAART (2) 2021: 1097-1104
Coauthor Index
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