flykhan
2536c937e3
翻译自英文原版 maths-cs-ai-compendium，共 20 章全部完成。 第01章 向量 | 第02章 矩阵 | 第03章 微积分 第04章 统计学 | 第05章 概率论 | 第06章 机器学习 第07章 计算语言学 | 第08章 计算机视觉 | 第09章 音频与语音 第10章 多模态学习 | 第11章 自主系统 | 第12章 图神经网络 第13章 计算与操作系统 | 第14章 数据结构与算法 第15章 生产级软件工程 | 第16章 SIMD与GPU编程 第17章 AI推理 | 第18章 ML系统设计 第19章 应用人工智能 | 第20章 前沿人工智能 翻译说明： - 所有数学公式 $...$ / $$...$$、代码块、图片引用完整保留 - mkdocs.yml 配置中文导航 + language: zh - README.md 已翻译为中文（兼 docs/index.md） - docs/ 目录包含指向各章文件的 symlink - 约 29,000 行中文内容，排除 .cache/ 构建缓存
94 lines
6.9 KiB
XML
94 lines
6.9 KiB
XML
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<!-- Title -->
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<text x="375" y="22" text-anchor="middle" font-family="Arial, sans-serif" font-size="14" font-weight="bold" fill="#333">InstructPix2Pix: Instruction-Following Image Editing</text>
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<!-- Input Image -->
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<text x="65" y="155" text-anchor="middle" font-family="Arial, sans-serif" font-size="9" font-weight="bold" fill="#3498db">Input Image</text>
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<text x="65" y="167" text-anchor="middle" font-family="Arial, sans-serif" font-size="8" fill="#999">(daytime scene)</text>
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<!-- Text Instruction -->
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<text x="72" y="202" text-anchor="middle" font-family="Arial, sans-serif" font-size="9" fill="#e74c3c">"Make it sunset"</text>
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<text x="325" y="95" text-anchor="middle" font-family="Arial, sans-serif" font-size="11" font-weight="bold" fill="#9b59b6">Modified Diffusion Model</text>
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<!-- Inside the model: dual conditioning -->
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<text x="260" y="134" text-anchor="middle" font-family="Arial, sans-serif" font-size="8" fill="#3498db">Image concat</text>
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<text x="377" y="134" text-anchor="middle" font-family="Arial, sans-serif" font-size="8" fill="#e74c3c">Text cross-attention</text>
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<!-- CFG formula -->
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<text x="325" y="160" text-anchor="middle" font-family="Arial, sans-serif" font-size="8" fill="#666">CFG: e = e_u + s_i(e_i - e_u) + s_t(e_it - e_i)</text>
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<!-- Guidance scales (sliders) -->
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<text x="260" y="197" text-anchor="middle" font-family="Arial, sans-serif" font-size="9" font-weight="bold" fill="#333">Guidance Scales</text>
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<!-- Image guidance slider -->
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<text x="355" y="218" text-anchor="start" font-family="Arial, sans-serif" font-size="7" fill="#999">1.5</text>
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<!-- Text guidance slider -->
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<text x="355" y="240" text-anchor="start" font-family="Arial, sans-serif" font-size="7" fill="#999">7.5</text>
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<!-- Arrow from model to output -->
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<!-- Output Image -->
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<!-- Same scene but sunset colors -->
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<text x="565" y="155" text-anchor="middle" font-family="Arial, sans-serif" font-size="9" font-weight="bold" fill="#f39c12">Edited Image</text>
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<text x="565" y="167" text-anchor="middle" font-family="Arial, sans-serif" font-size="8" fill="#999">(sunset scene)</text>
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<!-- Preservation note -->
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<text x="620" y="202" text-anchor="middle" font-family="Arial, sans-serif" font-size="9" font-weight="bold" fill="#27ae60">Structure Preserved</text>
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<text x="620" y="216" text-anchor="middle" font-family="Arial, sans-serif" font-size="8" fill="#666">Same layout, buildings, composition</text>
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<text x="620" y="228" text-anchor="middle" font-family="Arial, sans-serif" font-size="8" fill="#666">Only lighting/color changed per instruction</text>
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<!-- Connecting arrow from output to preservation note -->
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<!-- Bottom annotation -->
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<text x="375" y="270" text-anchor="middle" font-family="Arial, sans-serif" font-size="9" fill="#999">No per-example fine-tuning required -- single forward pass at inference</text>
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