Trang Nguyen

Audience reactions to video content can be predicted with surprising accuracy using a novel dataset and a finetuned multi-agent approach, but significant gaps still exist in capturing collective emotional responses.

Overconfident visual embeddings can mask true uncertainty, but Visual Semantic Entropy reveals the hidden complexity of visual ambiguity in vision-language models.