Round-Trip Consistency: Bidirectional Diffusion Models Can Predict Their Own Rollout Errors [R]
Whether generating CELEBV-HQ videos or turbulent plasma fields (digital twins), autoregressive models (such as latent diffusion or flow models) accumulate error over long rollouts, yet at deployment there is no ground tr
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