no code implementations • 30 Mar 2023 • Ori Linial, Alon Shoshan, Nadav Bhonker, Elad Hirsch, Lior Zamir, Igor Kviatkovsky, Gerard Medioni
In this setting, a large model is used for indexing the gallery while a lightweight model is used for querying.
no code implementations • 28 Mar 2023 • Ori Linial, Orly Avner, Dotan Di Castro
We introduce a method for inferring an explicit PDE from a data sample generated by previously unseen dynamics, based on a learned context.
3 code implementations • ICLR Workshop DeepDiffEq 2019 • Ori Linial, Neta Ravid, Danny Eytan, Uri Shalit
A motivating example is intensive care unit patients: the dynamics of vital physiological functions, such as the cardiovascular system with its associated variables (heart rate, cardiac contractility and output and vascular resistance) can be approximately described by a known system of ODEs.