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astro-ph.IM2025
Semantic search for 100M+ galaxy images using AI-generated captions
Nolan Koblischke, Liam Parker, Francois Lanusse +3
Finding scientifically interesting phenomena through slow manual labeling campaigns severely limits our ability to explore the billions of galaxy images produced by telescopes. In…
astro-ph.IM2024★ 1 cited
SpectraFM: Tuning into Stellar Foundation Models
Nolan Koblischke, Jo Bovy
Machine learning models in astrophysics are often limited in scope and cannot adapt to data from new instruments or tasks. We introduce SpectraFM, a Transformer-based foundation mo…