HERA: Historical Evidence Routing Adapter for Physical Prediction in Latent World Models

Yuanruyi, Yue Cao, Haojia Gao +7

Predictive video models have emerged as promising world models by learning latent visual dynamics from large-scale video. Yet these models remain challenged by physical events unde…