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Stefano Woerner

PhD Student
University of Tübingen

Interests

  • Few-shot Learning

  • Domain Generalisation

  • Human-inspired Machine Learning

Education

  • MSc in Computer Science, 2020

    ETH Zürich

  • BSc in Computer Science, 2017

    University of Konstanz

Biography

I am a PhD student in the International Max-Planck Research School for Intelligent Systems (IMPRS-IS), supervised by Christian Baumgartner and co-supervised by Seong Joon Oh at the University of Tübingen.

I work on few-shot learning and domain generalisation for medical image analysis. I am passionate about developing more “human-like” machine learning methods, which mimic our ability to make predictions based on a limited number of training examples and to generalise to unsee tasks.

Before joining the University of Tübingen, I obtained my Bachelor’s degree in Computer Science from University of Konstanz and my Master’s degree in Computer Science from ETH Zürich, focusing mainly on Machine Leanring and on Computer Vision.

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