Less is More: Label-Guided Efficient Summarization of Procedural and Instructional Videos.

arXiv:2601.12243v3 Announce Type: replace-cross Abstract: Video summarization transforms long videos into concise representations that are easier to document and analyze, especially in high-stakes domains such as surgical training. However, long-form videos of