Matches in SemOpenAlex for { <https://semopenalex.org/work/W2947607739> ?p ?o ?g. }
- W2947607739 abstract "We present a multi-scale conditional generative adversarial network that completes 512$times$512 electron micrographs from partial scans. This allows electron beam exposure and scan time to be reduced by 20$times$ with a 2.6% intensity error. Our network is trained end-to-end on partial scans created from a new dataset of 16227 scanning transmission electron micrographs. High performance is achieved with adaptive learning rate clipping of outlier losses and an auxiliary trainer network. Source code and links to our new dataset and trained network have been made publicly available at this https URL" @default.
- W2947607739 created "2019-06-07" @default.
- W2947607739 creator A5001453396 @default.
- W2947607739 creator A5017126962 @default.
- W2947607739 date "2019-05-31" @default.
- W2947607739 modified "2023-09-27" @default.
- W2947607739 title "Partial Scan Electron Microscopy with Deep Learning." @default.
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