AI Frontier Lectures

Jul 30, 2025 · Artificial Intelligence

DualReal: Seamless Identity and Motion Customization for Video Generation

DualReal introduces a novel adaptive joint training framework that simultaneously customizes subject identity and motion dynamics in video generation, overcoming the conflicts of traditional isolated approaches by using a dual-domain perception adapter and stage-fusion controller, achieving up to 31.8% improvement on CLIP‑I and DINO‑I metrics.