357 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- UCLA HealthUS2 papers
- University of California, Los AngelesUS2 papers
- American UniversityUS1 paper
- California Institute of TechnologyUS1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Institut National de Physique Nucléaire et de Physique des ParticulesFR1 paper
- Kent State UniversityUS1 paper
- National Institute of Standards and TechnologyUS1 paper
- Northwestern UniversityUS1 paper
- Old Dominion UniversityUS1 paper
- Princeton UniversityUS1 paper
- SLAC National Accelerator LaboratoryUS1 paper
Showing astro-ph.IMShow all
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astro-ph.IM2026
Combining datasets with different ground truths using Low-Rank Adaptation to generalize image-based CNN models for photometric redshift prediction
Vikram Seenivasan, Srinath Saikrishnan, Andrew Lizarraga +3
In this work, we demonstrate how Low-Rank Adaptation (LoRA) can be used to combine different galaxy imaging datasets to improve redshift estimation with CNN models for cosmology. L…
astro-ph.IM2024
Using Galaxy Evolution as Source of Physics-Based Ground Truth for Generative Models
Yun Qi Li, Tuan Do, Evan Jones +3
Generative models producing images have enormous potential to advance discoveries across scientific fields and require metrics capable of quantifying the high dimensional output. W…