A tri-modal CLIP fine-tuning approach that aligns galaxy images, schematic symbols, and text labels improves galaxy classification and similarity search without large-scale astronomical pretraining.
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GalaxAlign: Mimicking Citizen Scientists' Multimodal Guidance for Galaxy Morphology Analysis
A tri-modal CLIP fine-tuning approach that aligns galaxy images, schematic symbols, and text labels improves galaxy classification and similarity search without large-scale astronomical pretraining.