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
110 lines
6.9 KiB
XML
110 lines
6.9 KiB
XML
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<!-- Title -->
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<text x="375" y="22" text-anchor="middle" font-size="14" font-weight="bold" fill="#333">Temporal Compression Strategies</text>
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<text x="50" y="58" font-size="11" font-weight="bold" fill="#3498db">Factorised</text>
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<text x="4" y="16" font-size="7" fill="white">F₁</text>
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<text x="40" y="16" font-size="7" fill="white">F₂</text>
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<text x="76" y="16" font-size="7" fill="white">F₃</text>
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<text x="112" y="16" font-size="7" fill="white">F₄</text>
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<text x="96" y="106" text-anchor="middle" font-size="8" fill="#666">Frames</text>
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<text x="266" y="80" text-anchor="middle" font-size="10" font-weight="bold" fill="#3498db">Spatial Encoder</text>
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<text x="266" y="94" text-anchor="middle" font-size="8" fill="#666">(each frame independently)</text>
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<text x="12" y="19" text-anchor="middle" font-size="6" fill="#9b59b6">s₁</text>
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<text x="40" y="19" text-anchor="middle" font-size="6" fill="#9b59b6">s₂</text>
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<text x="68" y="19" text-anchor="middle" font-size="6" fill="#9b59b6">s₃</text>
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<text x="96" y="19" text-anchor="middle" font-size="6" fill="#9b59b6">s₄</text>
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<text x="423" y="110" text-anchor="middle" font-size="8" fill="#9b59b6">spatial tokens/frame</text>
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<!-- Temporal Encoder -->
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<text x="578" y="78" text-anchor="middle" font-size="10" font-weight="bold" fill="#f39c12">Temporal Encoder</text>
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<text x="578" y="94" text-anchor="middle" font-size="8" fill="#666">(compress across time)</text>
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<text x="703" y="78" text-anchor="middle" font-size="7" fill="#27ae60" font-weight="bold">compressed</text>
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<text x="703" y="88" text-anchor="middle" font-size="7" fill="#27ae60" font-weight="bold">tokens</text>
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<text x="4" y="16" font-size="7" fill="white">F₁</text>
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<text x="40" y="16" font-size="7" fill="white">F₂</text>
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<text x="76" y="16" font-size="7" fill="white">F₃</text>
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<text x="112" y="16" font-size="7" fill="white">F₄</text>
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</g>
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<text x="96" y="218" text-anchor="middle" font-size="8" fill="#666">Frames</text>
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<!-- 3D Spatiotemporal Encoder -->
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<text x="359" y="190" text-anchor="middle" font-size="10" font-weight="bold" fill="#e74c3c">3D Spatiotemporal Encoder</text>
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<text x="359" y="206" text-anchor="middle" font-size="8" fill="#666">(single pass, space + time jointly)</text>
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<text x="703" y="190" text-anchor="middle" font-size="7" fill="#27ae60" font-weight="bold">compressed</text>
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<text x="703" y="200" text-anchor="middle" font-size="7" fill="#27ae60" font-weight="bold">tokens</text>
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<text x="125" y="14" text-anchor="middle" font-size="9" fill="#3498db">Factorised: simpler, reuses 2D encoders</text>
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<text x="125" y="14" text-anchor="middle" font-size="9" fill="#e74c3c">Joint: more efficient, captures motion better</text>
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