We hate it when it happens, but it actually makes for a pretty hilarious costume. Glue a spare shoe (preferably one you don't wear anymore) to the top of a bright pink hoodie, add jeans, and voila! Instant costume.
Old Navy Velour Hoodie ($18)
Mossimo Olga Canvas Flat ($9)