Wenyin Tuo

Prototypical Action Reasoning Facilitated by Vision-Language Alignment for Egocentric Action Anticipation

Egocentric Action Anticipation aims to infer future actions from videos, which is crucial for embodied AI systems. However, its advancement is hindered by the inherent stochasticity of the future, which introduces significant prediction uncertainty. Prevailing methods typically adopt an end-to-end a