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How VAR Beats Diffusion Models at Image Generation

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How VAR Beats Diffusion Models at Image Generation

32 просмотра · 11 дн. назад
Gradient Daily
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32 просмотра · 11 дн. назад
Visual Autoregressive Modeling (VAR) redefines image generation by predicting entire scales at once instead of individual pixels. Learn how this novel approach enables autoregressive transformers to generate high-quality images twenty times faster than diffusion models. 📄 Paper: https://arxiv.org/abs/2404.02905 ⏱️ Chapters 0:00 Intro 0:35 Code to Reality 2:26 AI City Planning 2:56 Simplified To Detailed 3:29 Smart Building Foundation 3:55 Tiny World Building Blocks 4:43 Render Process Visualization 5:46 Artistic Layering 6:29 Complex Data Visualization 7:05 Data Structures and Algorithms 🔔 Subscribe to Gradient Daily — a new AI paper deep-dive every day. 🎧 Podcast:    • Gradient Daily Podcast   #AI #MachineLearning #DeepLearning