Jan Macdonald
Jan Macdonald
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Latest
Solving Inverse Problems With Deep Neural Networks - Robustness Included?
Publications
Let's Enhance: A Deep Learning Approach to Extreme Deblurring of Text Images
The Reliability of Deep Learning for Signal and Image Processing: Interpretability, Robustness, and Accuracy
Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning
Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings
Recent & Upcoming Talks
Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning
Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings
Solving Inverse Problems With Deep Neural Networks - Robustness Included?
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