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
109 lines
6.7 KiB
XML
109 lines
6.7 KiB
XML
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<!-- Title -->
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<text x="350" y="24" font-size="14" font-weight="bold" fill="#333" text-anchor="middle">Grounding via Coordinate Tokenisation</text>
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<text x="75" y="108" font-size="10" fill="#e74c3c" text-anchor="middle" font-weight="bold">dog</text>
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<!-- Bench bounding box -->
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<text x="142" y="114" font-size="9" fill="#3498db" text-anchor="middle" font-weight="bold">bench</text>
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<!-- Coordinate labels on dog box -->
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<text x="38" y="62" font-size="7" fill="#e74c3c">(x1,y1)</text>
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<text x="88" y="143" font-size="7" fill="#e74c3c">(x2,y2)</text>
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<text x="100" y="192" font-size="9" fill="#666" text-anchor="middle">Image with detected objects</text>
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<!-- Arrow from image to token sequence -->
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<!-- Generated text with coordinate tokens -->
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<text x="430" y="52" font-size="11" fill="#666" text-anchor="middle">Generated Token Sequence</text>
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<!-- Row 1: "A [dog] <coords>" -->
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<text x="385" y="83" font-size="8" fill="#27ae60" text-anchor="middle" font-weight="bold"><x2></text>
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<text x="422" y="83" font-size="8" fill="#27ae60" text-anchor="middle" font-weight="bold"><y2></text>
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<!-- Row 2: "sitting on a [bench] <coords>" -->
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<text x="245" y="115" font-size="9" fill="#333" text-anchor="middle">sitting</text>
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<text x="290" y="115" font-size="9" fill="#333" text-anchor="middle">on</text>
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<text x="320" y="115" font-size="9" fill="#333" text-anchor="middle">a</text>
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<text x="361" y="115" font-size="9" fill="#3498db" text-anchor="middle" font-weight="bold">bench</text>
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<rect x="392" y="100" width="32" height="22" rx="4" fill="#27ae60" fill-opacity="0.2" stroke="#27ae60" stroke-width="1.2"/>
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<text x="408" y="115" font-size="8" fill="#27ae60" text-anchor="middle" font-weight="bold"><x1></text>
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<rect x="429" y="100" width="32" height="22" rx="4" fill="#27ae60" fill-opacity="0.2" stroke="#27ae60" stroke-width="1.2"/>
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<text x="445" y="115" font-size="8" fill="#27ae60" text-anchor="middle" font-weight="bold"><y1></text>
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<text x="482" y="115" font-size="8" fill="#27ae60" text-anchor="middle" font-weight="bold"><x2></text>
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<text x="519" y="115" font-size="8" fill="#27ae60" text-anchor="middle" font-weight="bold"><y2></text>
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<!-- Arrow from dog bbox to dog coord tokens -->
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<path d="M 105 100 C 160 70, 220 55, 311 68" fill="none" stroke="#e74c3c" stroke-width="1.2" stroke-dasharray="4,3" marker-end="url(#gc-arrow)"/>
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<!-- Arrow from bench bbox to bench coord tokens -->
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<path d="M 170 110 C 220 130, 330 130, 408 122" fill="none" stroke="#3498db" stroke-width="1.2" stroke-dasharray="4,3" marker-end="url(#gc-arrow)"/>
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<!-- Legend -->
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<text x="240" y="162" font-size="9" fill="#666">Text tokens</text>
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<rect x="310" y="150" width="14" height="14" rx="3" fill="#27ae60" fill-opacity="0.2" stroke="#27ae60" stroke-width="1.2"/>
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<text x="330" y="162" font-size="9" fill="#666">Coordinate tokens</text>
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<rect x="440" y="150" width="14" height="14" rx="3" fill="#e74c3c" fill-opacity="0.15" stroke="#e74c3c" stroke-width="1.2"/>
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<text x="460" y="162" font-size="9" fill="#666">Entity tokens</text>
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<!-- Bottom description -->
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<text x="350" y="195" font-size="9" fill="#999" text-anchor="middle">Coordinates are discretised into special vocabulary tokens (e.g., bins of 0-999)</text>
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<text x="350" y="210" font-size="9" fill="#999" text-anchor="middle">enabling grounding as a natural text generation task</text>
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<!-- Example models -->
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<text x="350" y="238" font-size="9" fill="#666" text-anchor="middle">Models: Kosmos-2, Shikra, Qwen-VL, Ferret</text>
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</svg> |