Video Active Perception: Effective Inference-Time Long-Form Video Understanding with Vision-Language Models

Martin Q. Ma, Willis Guo, Aditya Agrawal +4

Large vision-language models (VLMs) have advanced multimodal tasks such as video question answering (QA). However, VLMs face the challenge of selecting frames effectively and effic…