Article

ATAT: Astronomical Transformer for time series And Tabular data

2023-01-11

Abstract excerpt

<title>Abstract</title> <p>We present ATAT, the Astronomical Transformer for time series And Tabular data, a classification model that receives as input both light-curves and tabular data from astronomical sources. ATAT consists of a light-curve Transformer with a new time modulation that encodes the time of each observation, and a feature Transformer that uses a Quantile Feature Tokenizer. This model was conceiv...

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Literature Corpus work: 81a64032-bc16-57c1-8eb3-be32bf890d84
DOI: 10.21203/rs.3.rs-2395110/v1

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