7 citations · 13 across the 6 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
astro-ph.EP2023★ 1 cited
AESTRA: Deep Learning for Precise Radial Velocity Estimation in the Presence of Stellar Activity
Yan Liang, Joshua N. Winn, Peter Melchior
Stellar activity interferes with precise radial velocity measurements and limits our ability to detect and characterize planets, particularly Earth-like planets. We introduce \aest…
astro-ph.IM2023★ 1 cited
Spotting Hallucinations in Inverse Problems with Data-Driven Priors
Matt L. Sampson, Peter Melchior
Hallucinations are an inescapable consequence of solving inverse problems with deep neural networks. The expressiveness of recent generative models is the reason why they can yield…