most citedUnlocking the Potential of Text-to-Image Diffusion with PAC-Bayesian Theory

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astro-ph.IM2025

Multi-Modal Masked Autoencoders for Learning Image-Spectrum Associations for Galaxy Evolution and Cosmology

Morgan Himes, Samiksha Krishnamurthy, Andrew Lizarraga +5

Upcoming surveys will produce billions of galaxy images but comparatively few spectra, motivating models that learn cross-modal representations. We build a dataset of 134,533 galax…