How to finetune DINOv2 for astronmy?
This study evaluates the performance of existing visual foundation models, based on ViT, SwinV2, BEiT or DINOv2, for astronomical applications, particularly galaxy morphological …
Comment spécialiser DINOv2 pour l'astronomie?
Talk on evaluating and fine-tuning DINOv2 and other visual foundation models for galaxy morphological classification.
AstroLLaVA: towards the unification of astronomical data and natural language
We present AstroLLaVA, a vision language model for astronomy that enables interaction with astronomical imagery through natural dialogue. By fine-tuning the LLaVA model on a …
sharaf-zaman
Foundation Models in Astronomy: Why They Matter
An overview of foundation models applied to astronomical data analysis.
When Foundation Models Meet Astronomical Data
Poster on evaluating visual foundation models (ViT, DINOv2, CLIP) for astronomical tasks such as galaxy morphological classification.
When Foundation Models Meet Astronomical Data
ePoster — Session SS10: The impact of the rapidly evolving field of artificial intelligence on astrophysics research.