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Achieve high-fidelity video generation without compromising reasoning by progressively handing off generation from a lightweight, reasoning-aligned generator to a high-capacity pretrained generator in a shared latent space.
HOI video synthesis gets a major realism boost: CoInteract's dual-stream training and region-specialized experts produce interactions that are both structurally stable and physically plausible.
