Disclosed is a pharmaceutical or cosmetic composition or medical device for topical use including: a) a cosmetically or pharmaceutically active substance; b) a polyvinylcaprolactam/polyvinyl acetate/polyethylene glycol copolymer; and c) a phospholipid. Also disclosed is a method for treatment incorporating such a composition.