59 citations · 224 across the 17 of their papers we have counts for
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cs.LG2019★ 7 cited
Learned SVD: solving inverse problems via hybrid autoencoding
Yoeri E. Boink, Christoph Brune
Our world is full of physics-driven data where effective mappings between data manifolds are desired. There is an increasing demand for understanding combined model-based and data-…
eess.IV2019★ 59 cited
A Partially Learned Algorithm for Joint Photoacoustic Reconstruction and Segmentation
Yoeri E. Boink, Srirang Manohar, Christoph Brune
In an inhomogeneously illuminated photoacoustic image, important information like vascular geometry is not readily available when only the initial pressure is reconstructed. To obt…