6 citations · 7 across the 2 of their papers we have counts for
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cs.CV2018
How Bad is Good enough: Noisy annotations for instrument pose estimation
David Kügler, Anirban Mukhopadhyay
Though analysis of Medical Images by Deep Learning achieves unprecedented results across various applications, the effect of \emph{noisy training annotations} is rarely studied in…
cs.CV2018
Exploring Adversarial Examples: Patterns of One-Pixel Attacks
David Kügler, Alexander Distergoft, Arjan Kuijper +1
Failure cases of black-box deep learning, e.g. adversarial examples, might have severe consequences in healthcare. Yet such failures are mostly studied in the context of real-world…