If the paint is already dry, you are out of luck. I have a whole wardrobe I use for painting... that I didn't get the paint out of in time.
I have to disagree with you on one little point JayJ, it's usually the dryer that sets the unwanted stains in, or using the wrong temp of water for that particular stain.