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BEGIN:VEVENT
DTSTAMP:20260417T190157Z
LOCATION:West Building\, Rooms 211-214
DTSTART;TZID=America/Los_Angeles:20250811T092000
DTEND;TZID=America/Los_Angeles:20250811T093000
UID:siggraph_SIGGRAPH 2025_sess102_papers_1476@linklings.com
SUMMARY:EditDuet: A Multi-Agent System for Video Non-Linear Editing
DESCRIPTION:Marcelo Sandoval-Castañeda (TTIC, Adobe Research); Bryan Russe
 ll and Josef Sivic (Adobe Research); Gregory Shakhnarovich (TTIC); and Fab
 ian David Caba Heilbron (Adobe Research)\n\nWe automate video nonlinear ed
 iting using a multi-agent system. An Editor agent uses tools to create seq
 uences from clips and instructions, while a Critic agent provides feedback
  in natural language. Our learning-based approach enhances agent communica
 tion. Evaluations with an LLM-as-a-judge metric and user studies show our 
 system’s superior performance.\n\nInterest Area: Research & Education\n\nR
 ecording: Livestreamed, Not Livestreamed, Recorded, Not Recorded\n\nRegist
 ration Category: Full Conference, Virtual Access, Monday\n\nSession Chair:
  Yotam Gingold (George Mason University)\n\n
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