Yes, I don't see why not. Happens in the amateurs all the time for guys who are just starting off as a cheap shoe to box in.
I can tell you for sure the rule with the amateurs is just that they be flat bottomed (no treads or anything like that on them). So as long as it meets that criteria, you could wear sneakers in there.