Yes, but for graduating PhD students 175k-225k/year is roughly market (base) rate for people with proven understanding and ability in the most relevant areas (i.e. multiple publications in top conferences like ICML/NIPS/CVPR/ICCV/ICRA/RSS/etc).
Though, a billion dollars will still pay for quite a few of those.