Deep Learning

Learning to Invert Defocus Blur: A Data-Driven Approach to the Helsinki Deblur Challenge
Invited Talk: Presentation of our 1st place winning submission to the Helsinki Deblur Challenge.
Near-Exact Recovery for Sparse-View CT via Data-Driven Methods
Poster: Presentation of a detailed analysis of our 1st place winning AAPM DL-Sparse-View CT challenge submission.
Interval Neural Networks as Instability Detectors for Image Reconstructions
Contributed Talk: Presentation of results from our paper.
A Rate-Distortion Framework for Explaining Neural Network Decisions
Poster: Presentation of results from our paper.
A Rate-Distortion Framework for Explaining Neural Network Decisions
Poster: Presentation of results from our paper.
A Rate-Distortion Framework for Explaining Deep Neural Network Decisions
Invited Talk: Presentation of results from our paper.
A Rate-Distortion Framework for Explaining Neural Network Decisions
Poster: Presentation of results from our paper.
A Rate-Distortion Framework for Explaining Deep Neural Network Decisions
Contributed Talk: Presentation of results from our paper.