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Fig. 3

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Astromer 2 architecture, with an enhanced version of the model shown in Fig. 2. The primary architectural change is at the input stage: magnitudes designated for masking are now replaced by a single, trainable mask token. Additionally, the encoder’s depth is increased to M=6 blocks to improve its representational capacity.

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