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Achieve SOTA in long-horizon spatial understanding by training a model to streamingly maintain and update spatial evidence from potentially unbounded video streams.
Ditch the linear CFG gains: Sliding Mode Control offers provably stable and semantically richer diffusion guidance, especially when you crank up the guidance scale.