Tianyuan Liang

Decompose and Conquer: Compositional Reasoning for Zero-Shot Temporal Action Localization

Current Zero-Shot Temporal Action Localization (ZSTAL) methods, whether training-based or training-free ones, still predominantly rely on a single, unified query to localize an entire action. This unified representation is fundamentally ill-suited for complex real-world activities, as it fails to ca