108 citations · 239 across the 10 of their papers we have counts for
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cs.CV2022★ 6 cited
Self-Supervised Clustering on Image-Subtracted Data with Deep-Embedded Self-Organizing Map
Y. -L. Mong, K. Ackley, T. L. Killestein +45
Developing an effective automatic classifier to separate genuine sources from artifacts is essential for transient follow-ups in wide-field optical surveys. The identification of t…
astro-ph.IM2022★ 17 cited
Pan-chromatic photometric classification of supernovae from multiple surveys and transfer learning for future surveys
Umar. F. Burhanudin, Justyn. R. Maund
Time-domain astronomy is entering a new era as wide-field surveys with higher cadences allow for more discoveries than ever before. The field has seen an increased use of machine l…