How to get stains out of shoes...?

So, I skate sometimes and walk around a lot, and I have these neon green vans that are really bright. Lately, they've been getting dirty, and I don't want to stick them in the washer, because that seems like it would malfunction or something, and I really love these shoes, so... help?! Thanks :]