Xue-Sheng Zhang

EGSD: Event-Grounded Self-Distillation for Streaming Video Understanding

Real-time video understanding requires incrementally maintaining a memory of streaming content, and optimizing this requires dense process signals. On-Policy Self-Distillation (OPSD), which lets one model serve as both teacher and student with the teacher receiving additional privileged information such as the question...