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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.
Vera achieves unprecedented identity consistency in human-centric video generation, drastically reducing identity confusion in multi-person scenarios.
A novel Safe Residual Estimator ensures that corrections to black-box predictions do not lead to negative transfer, maintaining performance while adapting to new data.
A novel QUBO/Ising approach enables efficient design of cyclic peptides by reducing the complexity of residue representation without sacrificing interaction fidelity.
OmniDirector achieves unprecedented control over camera motion in video generation, enabling director-level precision without relying on scarce cross-paired data.
