SPIKE-RL: Video-LLMs meet Bayesian Surprise

Sahithya Ravi, Aditya Chinchure, Raymond T. Ng +2

Real-world videos often show routine activities punctuated by memorable, surprising events. However, most Video-LLMs process videos by sampling frames uniformly, likely missing cri…