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Weighting function forw(t), such as uniform weighting (Ho et al · 2020

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cs.LG 1

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2024 1

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CONDITIONAL 1

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Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models

cs.LG · 2024-10-14 · conditional · novelty 6.0

A unified framework and targeted changes to parameterization, architecture, and objectives stabilize continuous-time consistency models, achieving FID scores of 2.06 on CIFAR-10 and 1.88 on ImageNet 512x512 with two-step sampling at 1.5B scale.

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  • Simplifying, Stabilizing and Scaling Continuous-Time Consistency Models cs.LG · 2024-10-14 · conditional · none · ref 3

    A unified framework and targeted changes to parameterization, architecture, and objectives stabilize continuous-time consistency models, achieving FID scores of 2.06 on CIFAR-10 and 1.88 on ImageNet 512x512 with two-step sampling at 1.5B scale.