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Motion transfer can now succeed across vastly different object categories, achieving state-of-the-art fidelity without relying on fixed structural correspondences.
TARS achieves robust camera and viewpoint control in video re-shooting without relying on 3D reconstruction or paired data, enabling the plausible synthesis of previously unseen regions.
StreamHOI achieves real-time HOI video generation with impressive interaction fidelity, hitting 17.6 FPS and just 0.75 seconds latency.
OmniDirector achieves unprecedented control over camera motion in video generation, enabling director-level precision without relying on scarce cross-paired data.
