The Galaxy's Guide to the Tokenizer: A Benchmark for Scientific Foundation Models
Four tokenization methods for astronomical images show distinct strengths in reconstruction quality, physical property prediction, and morphological preservation, with no single ap…
Hugging Face · Daily Papers
·Sogol Sanjaripour, Michael J. Smith
·
·▲ 1 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Sogol Sanjaripour, Michael J. Smith, Manuel Pérez-Carrasco, Juan Rafael Martínez-Galarza, Bahram Mobasher, Gabriela Canalizo
- 1 upvotes da comunidade
- Temas: tokenization, transformer-based foundation models, astronomical imaging, DESI Legacy Survey, AstroPT backbone, reconstruction fidelity
Resumo
Resumo original (em inglês), extraído do paper:
Four tokenization methods for astronomical images show distinct strengths in reconstruction quality, physical property prediction, and morphological preservation, with no single approach excelling across all tasks.Onde ler
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