Yes, you can. How much and how fast depends on where you start. There are lots of studies out there, try google!

VO2 max takes over a week to start declining, but muscles start going at 3 days or so. There's some interesting data on how cycling maintains running fitness, but not visa versa, I'll see if I can find and post that study.