Frames2LoRA: Parametric Video Internalization for Vision-Language Models

Manan Suri, Sarvesh Baskar, Dinesh Manocha

Processing video in vision-language models is expensive: each frame occupies hundreds of tokens, and inference cost scales with every frame and every repeated query. We introduce F…