Billion-Scale Thumbnail Optimization for Uncurated Short-Form Videos via Multi-Armed Bandits

Ying Han, Ling Liu, Fabio Soldo +7

This paper introduces a real-time thumbnail optimization system deployed at a global $O(B)$ scale on a major short-form video platform. Unlike traditional long-form content, where…