2026
Learning Procedural-Aware Video Representations Through State-Grounded Hierarchy Unfolding
AAAI 2026technical
Learning procedural-aware video representations is a key step towards building agents that can reason about and execute complex tasks. Existing methods typically address this problem by aligning visual content with textual descriptions at the task and step levels to inject procedural semantics into