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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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0111 · Nov 201919922001200920172026
1 result for “calibrationless”
Calibrationless Parallel MRI using Model based Deep Learning (C-MODL)cs.LG

A fast deep learning method for parallel MRI without calibration.

problem Calibration issues in parallel MRI reconstruction.
method Model-based deep learning, self-learning non-linear annihilation filters, Fourier domain pre-learning.
result Significantly faster than SLR methods (3 orders of magnitude), improved performance with spatial domain prior.
parallel MRIdeep learningcalibrationlessnon-lineardeep learning
2019-11-27abs ↗pdf ↗