Allocate Before You Embed: Adaptive Visual Input Allocation for Video Embeddings

Song Jin, Zhongtao Jiang, Chenglei Shen +5

Large-scale video retrieval requires embedding models to encode long and diverse videos under tight visual-input and inference budgets. Existing methods typically sample a small, f…