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        }
      ],
      "xlabel": "Diffusion step",
      "ylabel": "Signal-to-noise ratio",
      "logx": false,
      "logy": true
    }
  ],
  "title": "A declared forward schedule changes signal-to-noise",
  "assumptions": "1000 linear beta steps, 0.0001 to 0.02; unit signal variance; no trained network.",
  "worked": "在声明日程下，第500步累计信号系数为0.07859、SNR约0.08529。这些数只由β决定，不包含去噪误差、解码器或图像质量。",
  "source_ids": [
    "arxiv-2006.11239",
    "arxiv-2011.13456",
    "arxiv-2112.10752"
  ],
  "formula_source": "Article equations and this versioned script",
  "diagram_nodes": [
    "数据与条件版本",
    "前向高斯扰动",
    "时间 / 信噪比采样",
    "去噪目标与参数化",
    "离散反向路径",
    "解码与独立质量评估"
  ]
}