Search Results for author: Hannah Droege

Found 2 papers, 1 papers with code

Robustness and Exploration of Variational and Machine Learning Approaches to Inverse Problems: An Overview

no code implementations19 Feb 2024 Alexander Auras, Kanchana Vaishnavi Gandikota, Hannah Droege, Michael Moeller

This paper attempts to provide an overview of current approaches for solving inverse problems in imaging using variational methods and machine learning.

Evaluating Adversarial Robustness of Low dose CT Recovery

1 code implementation18 Feb 2024 Kanchana Vaishnavi Gandikota, Paramanand Chandramouli, Hannah Droege, Michael Moeller

Both classical approaches and deep networks are affected by such attacks leading to changes in the visual appearance of localized lesions, for extremely small perturbations.

Adversarial Robustness Computed Tomography (CT)

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