Joint inference of weak lensing convergence map and cosmology with diffusion models

Benjamin Remy, Chihway Chang, Rebecca Willett

We present a method for joint inference of cosmological parameters and convergence maps from weak lensing observations, targeting the full posterior conditioned on the observed she…