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New High-quality Strong Lens Candidates with Deep Learning in the Kilo-Degree Survey

  • Authors: R. Li, N. R. Napolitano, C. Tortora, C. Spiniello, L. V. E. Koopmans, Z. Huang, N. Roy, G. Vernardos, S. Chatterjee, B. Giblin, F. Getman, M. Radovich, G. Covone, and K. Kuijken

2020 The Astrophysical Journal 899 30.

  • Provider: AAS Journals

Caption: Figure 5.

CNN probability pCNN against human probability phum for the 286 new candidates that passed both the ML and human thresholds. Points marked with blue plus signs represent the systems for which at least one inspector gave a score of 10 (i.e., sure lens), while points marked with red plus signs represent the systems for which at least one inspector gave a score equal to zero (i.e., not a lens).

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