In 2017, he got his PhD from ETH Zurich following his work on animation stylization conducted at Disney Research. During his PhD, Antoine has worked with Walt Disney Animation Studios, collaborated with the Zurich University of the Arts (ZHdK), and was a Teaching Assistant for the Game Programming Laboratory class at ETH Zurich.