Yes, I've done it before. A couple of years ago, I was home on leave and went to a Texans (NFL) game. During the national anthem, they shot off fireworks in the stadium as it ended and I tried to dive under the seat....then sheepishly remembered where I was.
I also found out people can't really fit under stadium seats. ;-)