MotionCLIP: Exposing Human Motion Generation to CLIP Space

Human motion generation includes the intuitive description, editing, and generation of 3D sequences of human poses. It is relevant to many applications that require virtual or robotic characters. Motion generation is, however, a challenging task. Perhaps the most challenging aspect is the limited availability of data, which is expensive to acquire and to label.