CoRe: Co-Evolving Reward Models for Mitigating Latent Reward Hacking in Video Diffusion Models.

arXiv:2609.36245v1 Announce Type: new Abstract: Latent reward models (LRMs) enable efficient alignment of video diffusion models by scoring intermediate states directly in latent space. However, we find that optimizing against a fixed latent reward rapidly lea