Decomposes pre-softmax attention QK^T into symmetric and skew-symmetric components to derive Hopfield stability measures that correlate with fidelity-diversity in diffusion generation and introduces a circulation-based modulation knob.
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Balancing Fidelity and Diversity in Diffusion Models via Symmetric Attention Decomposition: Hopfield Perspective
Decomposes pre-softmax attention QK^T into symmetric and skew-symmetric components to derive Hopfield stability measures that correlate with fidelity-diversity in diffusion generation and introduces a circulation-based modulation knob.