Unverified50% confidenceFactExact time
扩散模型（Diffusion Model）是当前主流图像生成技术的基础，工作原理源自热力学中的扩散过程
1
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50%
Confidence
Long-term
Relevance
7/22/2026
First Seen
Sources
Related Claims
UnverifiedThe Diffusion Model is the foundation of current mainstream image generation technology, and generating a single high-quality image requires dozens to hundreds of denoising iteration operations.80% similarUnverifiedThe technical foundations of diffusion models originate from stochastic processes in non-equilibrium thermodynamics, comprising two stages: a forward diffusion process and a reverse denoising process.73% similarUnverified工作流中的图像生成节点底层通常基于扩散模型（Diffusion Model），通过正向提示词引导模型生成符合描述的图像72% similarVerifiedThe core idea of diffusion models originates from non-equilibrium thermodynamics: during the training phase, Gaussian noise is gradually added to clear images, and during the inference phase, noise is progressively removed from random noise in reverse to restore the image.72% similarUnverifiedThe dominant technology for image generation has evolved from GANs to diffusion models, with both DALL·E 2 and Stable Diffusion based on diffusion model principles.71% similar
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