Yeah. Case in point: Ghost riders in Motorcycle racing.

Motorcycles also tend to fall down when stationary, yet stay upright without the rider at speed.

Also makes me wonder if just the bike crossing the finish line would be enough to win if you fell off in first place just before the line.