Abstract: Video summarization and captioning condense content by selecting keyframes and generating language descriptions, integrating both visual and textual perspectives. Existing video-and-language ...
Multimodal large language models (MLLMs) represent images and video frames as visual tokens. Scaling from single images to hour-long videos, however, inflates the token budget far beyond practical ...
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