Ashkan Khakzar

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Inactive: The user is not active in TUMonline anymore!

Selected Publications (First Author)

CVPR Do Explanations Explain? Model Knows Best 2022
NeurIPS Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information 2021
CVPR Neural Response Interpretation Through the Lens of Critical Pathways 2021
MICCAI Towards Semantic Interpretation of Thoracic Disease and COVID-19 Diagnosis Models 2021
MICCAI Explaining COVID-19 and Thoracic Pathology Model Predictions by Identifying Informative Input Features 2021
MICCAI Learning Interpretable Features via Adversarially Robust Optimization 2019

 

Research Interests

  • Interpreting Neural Networks
  • Explainable AI
  • Deep Learning for Medical Image Analysis

Teaching

Since Summer Semester 2019 (tutor and organizer)