Susu Sun

Susu Sun

Master student

Susu Sun is a Master’s student studying at the University of Erlangen-Nuremberg. She is currently working on a master’s project in ML in Medical Image Analysis group under the supervision of Dr. Christian Baumgartner. Susu works on the topic “Disentangling Visual Attributes for Inherently Interpretable Medical Image Classification.” In this project, visual attributes of the medical image such as intensity and shape are disentangled and modeled as independent causal mechanisms. The disentangled attributes are used to train a more robust and interpretable classifier such that the classifier can not only give an accurate prediction but also interpret its prediction with the disentangled attribute.

Interests
  • Interpretable Machine Learning
  • Incorporation of Prior Domain Knowledge into Deep Neural Networks