Unverified50% confidenceFactExact time
扩散模型的数学基础来源于物理学中的布朗运动和统计力学中的朗之万动力学，其代表作包括Stable Diffusion和DALL·E
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8/27/2026
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UnverifiedResearchers are exploring methods such as chunk-wise diffusion to mitigate logical consistency issues in diffusion models, but no mature solution has yet emerged.62% similarUnverifiedDimensional analysis theory was systematized by Lord Rayleigh and Buckingham, and Buckingham's π theorem states that physical relationships can be expressed as combinations of dimensionless parameters.61% similarUnverifiedResearch such as PhysDreamer attempts to introduce physical constraints into the sampling process of diffusion models to ensure that generated motion conforms to basic mechanical laws, and remains at an early stage of research.60% similarUnverified潜空间扩散（Latent Diffusion）设计由Stable Diffusion的论文首次大规模应用57% similarUnverified状态空间模型（SSM）的数学根基可追溯至卡尔曼滤波（1960年）和线性时不变系统理论57% similar
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