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

This story is from 2026-09-03. It is preserved in the archive; the latest stories are on the live feed.

arXiv:2609.01778v1 Announce Type: new Abstract: 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, fixed set of frames at their original resolution, limiting temporal cove…

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  1. 2026-09-03 04:00 · arXiv cs.CV
    Allocate Before You Embed: Adaptive Visual Input Allocation for Video Embeddings

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