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Trajectory-agnostic Asteroid Detection in TESS with Deep Learning

  • Authors: Brian P. Powell, Jorge Martinez-Palomera, Amy Tuson, Christina Hedges, Jessie Dotson, Jordan Caraballo-Vega

Brian P. Powell et al 2026 The Astronomical Journal 172 .

  • Provider: AAS Journals

Caption: Figure 6.

Example transformations from the adaptive normalization layer for the NT model (top) and the ST model (bottom). The histogram of the input data (median-subtracted flux of a randomly selected sample) is shown in red, with density corresponding to the y-axis on the right side. Each of the 10 weighted logistic CDFs are shown as dashed lines, with the weighted sum shown in blue, all corresponding to the y-axis on the left side. The parameters of the logistic CDFs are shown in Table 2.

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