The Invisibles (1999)

Rock star Jude is sent into rehab by his band members but escapes and ends up passed out on a Paris street. He is dicovered by model Joy, who drags him back to her apartment. She, too, has been on heroin in her attempt to get suitably emaciated. They begin a romance inside the confines of the flat, their only contact with the outside world being a pizza delivery man.