Before revision:  Our pipeline discovers and annotates thousands of instances of human upper-limb movement events in long-term (7--9 day) naturalistic behavior data using a combination of computer vision, discrete latent-variable modeling, and string pattern-matching .
After revision:  Our pipeline discovers and annotates thousands of instances of human upper-limb movement events in the behavioral videos .