publications

publications by categories in reversed chronological order.

2024

  1. Counteracting Medical Data Scarcity for Robust AI Applications
    Fabian Gröger, Ludovic Amruthalingam, Simone Lionetti , and 3 more authors
    Under review, 2024
  2. ArXiv
    Self-Supervised Learning for Robust Bioaerosol Monitoring
    Adrian Willi, Pascal Baumann, Sophie Erb , and 3 more authors
    Under review, 2024
    arXiv
  3. CVPRW
    Towards Reliable Dermatology Evaluation Benchmarks
    Fabian Gröger, Simone Lionetti, Philippe Gottfrois , and 6 more authors
    In DCA in MI Workshop @ CVPR 2024 , 2024
    arXiv Code
  4. MICCAI
    PASSION for Dermatology: Bridging the Diversity Gap with Pigmented Skin Images from Sub-Saharan Africa
    Philippe Gottfrois, Fabian Gröger, Herizo Andriambololoniaina , and 13 more authors
    Medical Image Computing and Computer Assisted Intervention (MICCAI), 2024
    Note: Early accept (top 11%)
  5. ArXiv
    Hyperbolic Metric Learning for Visual Outlier Detection
    Alvaro Gonzalez-Jimenez, Simone Lionetti, Dena Bazazian , and 4 more authors
    Under review, 2024
    arXiv

2023

  1. ML4H
    Towards Reliable Dermatology Evaluation Benchmarks
    Fabian Gröger, Simone Lionetti, Philippe Gottfrois , and 6 more authors
    In Proceedings of the 3rd Machine Learning for Health Symposium , 2023
    arXiv Code
  2. ArXiv
    SelfClean: A Self-Supervised Data Cleaning Strategy
    Fabian Gröger, Simone Lionetti, Philippe Gottfrois , and 6 more authors
    Under review, 2023
    arXiv Code
  3. MICCAI
    Robust T-Loss for Medical Image Segmentation
    Alvaro Gonzalez-Jimenez, Simone Lionetti, Philippe Gottfrois , and 3 more authors
    Medical Image Computing and Computer Assisted Intervention (MICCAI), 2023
    Note: Early accept (top 14%)
    Best Paper arXiv

2022

  1. SDS
    Assessing Guest Nationality Composition from Hotel Reviews
    Fabian Gröger, Marc Pouly, Flavia Tinner , and 1 more author
    In 2022 9th Swiss Conference on Data Science (SDS) , 2022
    arXiv
  2. IJCAIW
    Towards Reducing the Need for Annotations in Digital Dermatology with Self-supervised Learning
    Fabian Gröger, Gottfrois Philippe, Amruthalingam Ludovic , and 4 more authors
    In Proceedings of the 1st Workshop on Scarce Data in Artificial Intelligence for Healthcare - SDAIH , 2022