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Fig. 2
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Autoencoder used for the compression of stellar temperature surface maps in a latent representation of reduced dimensionality. The encoder (violet block) uses spherical convolutions and pooling in the HEALPix representation. The decoder (blue block) uses modulated SIREN layers described by Eqs. (9) and (10).
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