Bilibili Tech

May 10, 2022 · Artificial Intelligence

Glance Supervised Video Moment Retrieval via the ViGA Framework

The paper presents a glance‑supervised video moment retrieval approach that records a single annotator‑seen frame, introduces the ViGA contrastive learning framework to leverage this weak temporal cue, and demonstrates on three benchmarks performance rivaling fully supervised methods while keeping annotation cost minimal.