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Reconstructing revisited scenes in streaming world models is now possible with constant memory, outperforming full-softmax attention by 30% on peak memory.
Streaming world models can now maintain consistent representations across minutes-long revisits without quadratic attention costs by leveraging a novel retrieval-based memory bank.
