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

arXiv:2601.12243 · cs.CV, cs.AI · Submitted 2026-01-18 · Read on arXiv

cs.CV, cs.AI

Submitted: 2026-01-18

Updated: 2026-10-11

Terminology

• Alignment — 1× in this paper · explained in 1 episode
• Large Language Model (LLM) — 1× in this paper · explained in 3 episodes
• Semantic Alignment — 1× in this paper · explained in 3 episodes
• Vision-language models — 1× in this paper · explained in 2 episodes

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