Single-exposure absorption imaging of ultracold atoms using deep learning

Absorption imaging is the most common probing technique in experiments with ultracold atoms. The standard procedure involves the division of two frames acquired at successive exposures, one with the atomic absorption signal and one without... (read more)

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Datasets


  Add Datasets introduced or used in this paper
TASK DATASET MODEL METRIC NAME METRIC VALUE GLOBAL RANK BENCHMARK
Image Denoising ultracold fermions Technion system, pixelfly absDL ODRMSE 0.0711 # 1

Methods used in the Paper


METHOD TYPE
AutoEncoder
Generative Models