Miunohri Baekjodoigi

The heroine is a short, overweight and ugly girl but one day an old man turns her into a real beauty. But whenever raindrops touch her she turns back to her original form (but she becomes beautiful again), and if she ever kisses someone, she won't become beautiful again.