Yep, they sure do when nothing much else that they are used to is available. We have 8 +/- landlocked deer in our neighborhood of Duluth/Berkely Lake. They ate the leaves from the butternut squash just as the squash started to form. They also have cleaned out the developments of young flowering plants...as well as cropping young leaves from Dogwoods. My neighbor's game camers caught a 10
Pointer, 8 Pointer and 6 does last year.
This year my wife used hanging CDs, and Irish spring soap shavings in mesh bags around the garden plots....working so far.