Presentation

EditDuet: A Multi-Agent System for Video Non-Linear Editing
DescriptionWe automate video nonlinear editing using a multi-agent system. An Editor agent uses tools to create sequences from clips and instructions, while a Critic agent provides feedback in natural language. Our learning-based approach enhances agent communication. Evaluations with an LLM-as-a-judge metric and user studies show our system’s superior performance.
Event Type
Technical Paper
TimeMonday, 11 August 20259:20am - 9:30am PDT
LocationWest Building, Rooms 211-214
Session Time & Location
Sunday, 10 August 20256:00pm - 8:45pm PDTWest Building, Ballroom AB
Monday, 11 August 20259:00am - 10:30am PDTWest Building, Rooms 211-214
Recordings
Livestreamed
Recorded