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Toward Efficient Consistency Models via Variance-Reduced Distillation

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Diffusion models have demonstrated remarkable performance across a wide range of generative tasks; however, their high sampling cost remains a critical bottleneck. To address this, consistency distillation (CD) was proposed, offering a reduction in sampling co... ...