21–23 Feb 2024
DESY
Europe/Berlin timezone

Semantic association of astronomical images with natural language

Not scheduled
20m
Auditorium (DESY)

Auditorium

DESY

Notkestr. 85 22607 Hamburg
Direct LLM research use in fundamental physics

Speaker

Siddharth Mishra-Sharma (MIT)

Description

I will present a multi-modal model that associates astronomical observations imaged by the Hubble Space Telescope with natural language. I will show that the model embodies a meaningful joint representation between the highly-domain-specific images and text using a variety of downstream tasks. The model demonstrates the potential of using generalist rather than task-specific models in parts of the traditional research pipeline, in particular by leveraging text as an interface.

Primary author

Co-authors

Presentation materials

There are no materials yet.