With the caliper moved aside and supported, the rotor comes right off by hand. In my case, it was not rusted solid in any way.

A peek at the old rotor alongside for no reason.

Make sure to use a good quality brake cleaner on the new rotors and do not touch it with your bare hands after cleaning.