Yes, but don't you return to habitual levels of eating quickly ? Don't you, without undue difficulty, maintain some sort of homeostasis.
I know lots of people who just get fatter and fatter. But most people, though perhaps technically overweight, seem to settle in at a particular weight range within which they may fluctuate 5-10 lbs.
Now, if you want to get ripped ... that's another animal.