Converse advises against throwing your sneakers in the washing machine. Mild soap and lukewarm water will do the trick for your canvas sneakers. Use a damp cloth to rub the shoes—don’t be too rough on the material. You can take a toothbrush or smaller brush to scrub the toecap and rubber base of the shoe.