Jan Macdonald
Jan Macdonald
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Let's Enhance: A Deep Learning Approach to Extreme Deblurring of Text Images
This work presents a novel deep-learning-based pipeline for the inverse problem of image deblurring, leveraging augmentation and …
Theophil Trippe
,
Martin Genzel
,
Jan Macdonald
,
Maximilian März
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A Rate-Distortion Framework for Explaining Neural Network Decisions
We formalise the widespread idea of interpreting neural network decisions as an explicit optimisation problem in a rate-distortion …
Jan Macdonald
,
Stephan Wäldchen
,
Sascha Hauch
,
Gitta Kutyniok
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