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Machine Learning for Radial Velocity Analysis. I. Vision Transformers as a Robust Alternative for Detecting Planetary Candidates

  • Authors: Anoop Gavankar, Tanish Mittal, Joe P. Ninan, Shravan Hanasoge

Anoop Gavankar et al 2026 The Astronomical Journal 171 .

  • Provider: AAS Journals

Caption: Figure 10.

This figure presents the architecture of our ViT model. Input images are divided into patches, embedded, and subsequently augmented with positional encodings. The encoder processes these embeddings using self-attention mechanisms and a multilayer perceptron (MLP). The final output is a parameter likelihood vector generated via a softmax layer.

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