Realistic Human Dance Generation with Disentangled Control and Generalizability

DISCO, a novel approach for realistic human dance generation in social media scenarios, enables faithful and flexible synthesis by disentangling the control of human subject, background, and pose, while also improving generalizability to unseen humans, backgrounds, and poses through effective human attribute pre-training.