Unverified50% confidenceFactExact time
Stable Diffusion is based on the Latent Diffusion architecture, which moves computation from pixel space to a compressed latent space, enabling consumer-grade GPUs to run high-quality image generation.
1
Sources
50%
Confidence
Long-term
Relevance
9/7/2026
First Seen
Sources
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Related Claims
Unverified科研图像生成通常使用Stable Diffusion系列或DALL·E等扩散模型作为渲染后端78% similarUnverified基于扩散模型的数据增强利用Stable Diffusion等生成模型将合成渲染图像风格化为更接近真实照片的外观，同时保留原有几何标注信息76% similarUnverified潜在扩散模型将图像生成从像素空间转移到压缩后的潜在空间进行，包含编码器压缩图像、U-Net在潜在空间执行迭代去噪、解码器还原为像素图像三个关键组件72% similarUnverifiedImagen 基于级联扩散模型（Cascaded Diffusion Model）架构70% similarUnverifiedStable Diffusion系列使用的图像VAE将512×512图像压缩为64×64的潜表示69% similar
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