Multi-task Models

PRISM-Astro 's Collections

updated 5 days ago

CNNs that predict the host position and the redshift from the same transient-centred PS1 grizy stamps.

PRISM-Astro/mt-static-best-delta-m

Updated 5 days ago

Note Static loss weights (rho = 25); checkpoint with the largest Delta_m.
PRISM-Astro/mt-static-best-m

Updated 5 days ago

Note Static loss weights (rho = 25); checkpoint with the lowest validation M.
PRISM-Astro/mt-static-best-nmad

Updated 5 days ago

Note Static loss weights (rho = 25); checkpoint with the lowest validation sigma_NMAD.
PRISM-Astro/mt-gradnorm-best-delta-m

Updated 5 days ago

Note GradNorm loss weights; checkpoint with the largest Delta_m.
PRISM-Astro/mt-gradnorm-best-m

Updated 5 days ago

Note GradNorm loss weights; checkpoint with the lowest validation M.
PRISM-Astro/mt-gradnorm-best-nmad

Updated 5 days ago

Note GradNorm loss weights; checkpoint with the lowest validation sigma_NMAD.