Debie went on to film Day Night Day Night, Julia Loktev's first film, released in 2006, before returning to work with his previous collaborators: Vinyan (2008) with Fabrice du Welz and Enter the Void (2009) with Gaspar Noé. In 2010 he was Cinematographer on The Runaways, a biopic about Joan Jett's first band, and by 2011 he had finished shooting Adrian Grunberg's action film Get the Gringo. The same year, he was named one of Variety magazine's "10 Cinematographers to Watch". He photographed Harmony Korine's Spring Breakers in 2012—which was nominated for an Independent Spirit Award for Best Cinematography—and Wim Wenders' Every Thing Will Be Fine the following year. In 2013 he was hired by American actor Ryan Gosling (whom Debie had first met in 1998) to shoot Gosling's first film, Lost River, which was filmed in 2013 and premiered at the 2014 Cannes Film Festival.