Mohamed Ali Salem

Controllable student engagement recognition system : from modular vision pipelines embedding-aware, class-balance-tunable contrastive learning

Automated student engagement recognition supports adaptive online learning, but current sys tems face two challenges. First, visual cues of engagement (face presence, facial affect, and head pose) must be extracted reliably. Second, naturally collected data are severely imbal anc...