LISA adds a likelihood-score alignment loss to the side branch of dual-branch controllable generators, accelerating convergence and improving results across image/video tasks with negligible extra cost.
Jog3r: Towards 3d-consistent video generators.arXiv preprint arXiv:2501.01409,
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LISA: Likelihood Score Alignment for Visual-condition Controllable Generation
LISA adds a likelihood-score alignment loss to the side branch of dual-branch controllable generators, accelerating convergence and improving results across image/video tasks with negligible extra cost.