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Scaling Diffusion Models

Scaling Diffusion Models

updated Apr 5, 2024

Resources (papers) mostly related to studying the scaling aspects of diffusion models. The resources appear in non-chronological order.

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  • Bigger is not Always Better: Scaling Properties of Latent Diffusion Models

    Paper • 2404.01367 • Published Apr 1, 2024 • 23

  • On the Scalability of Diffusion-based Text-to-Image Generation

    Paper • 2404.02883 • Published Apr 3, 2024 • 19

  • Scaling Rectified Flow Transformers for High-Resolution Image Synthesis

    Paper • 2403.03206 • Published Mar 5, 2024 • 66

  • Improved Denoising Diffusion Probabilistic Models

    Paper • 2102.09672 • Published Feb 18, 2021 • 2
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