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SCOPE achieves a remarkable 1.99脳 speedup in video attention while enhancing fidelity, challenging the effectiveness of traditional sparse attention methods.
Structural template tokens in diffusion transformers act as implicit semantic registers, crucial for maintaining object identity despite carrying minimal prompt-specific information.
