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xiao10ma committed Oct 2, 2024
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6 changes: 3 additions & 3 deletions 2024/10/02/Diffusion_Model/index.html
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<meta property="og:locale" content="en_US">
<meta property="og:image" content="https://xiao10ma.github.io/img/avatar.jpg">
<meta property="article:published_time" content="2024-10-01T16:00:00.000Z">
<meta property="article:modified_time" content="2024-10-02T06:26:38.672Z">
<meta property="article:modified_time" content="2024-10-02T06:29:02.245Z">
<meta property="article:author" content="Ma ZiPei">
<meta property="article:tag" content="AIGC">
<meta property="article:tag" content="DDPM">
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postUpdate: '2024-10-02 14:26:38'
postUpdate: '2024-10-02 14:29:02'
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})(window)</script><meta name="generator" content="Hexo 7.0.0"><link rel="alternate" href="/atom.xml" title="MZP's blog" type="application/atom+xml">
</head><body><div id="sidebar"><div id="menu-mask"></div><div id="sidebar-menus"><div class="avatar-img is-center"><img src="/img/avatar.jpg" onerror="onerror=null;src='/img/friend_404.gif'" alt="avatar"/></div><div class="sidebar-site-data site-data is-center"><a href="/archives/"><div class="headline">Articles</div><div class="length-num">6</div></a><a href="/tags/"><div class="headline">Tags</div><div class="length-num">14</div></a><a href="/categories/"><div class="headline">Categories</div><div class="length-num">21</div></a></div><hr class="custom-hr"/></div></div><div class="post" id="body-wrap"><header class="post-bg" id="page-header"><nav id="nav"><span id="blog-info"><a href="/" title="MZP's blog"><span class="site-name">MZP's blog</span></a></span><div id="menus"><div id="search-button"><a class="site-page social-icon search" href="javascript:void(0);"><i class="fas fa-search fa-fw"></i><span> Search</span></a></div><div id="toggle-menu"><a class="site-page" href="javascript:void(0);"><i class="fas fa-bars fa-fw"></i></a></div></div></nav><div id="post-info"><h1 class="post-title">Diffusion Model</h1><div id="post-meta"><div class="meta-firstline"><span class="post-meta-date"><i class="far fa-calendar-alt fa-fw post-meta-icon"></i><span class="post-meta-label">Created</span><time class="post-meta-date-created" datetime="2024-10-01T16:00:00.000Z" title="Created 2024-10-02 00:00:00">2024-10-02</time><span class="post-meta-separator">|</span><i class="fas fa-history fa-fw post-meta-icon"></i><span class="post-meta-label">Updated</span><time class="post-meta-date-updated" datetime="2024-10-02T06:26:38.672Z" title="Updated 2024-10-02 14:26:38">2024-10-02</time></span><span class="post-meta-categories"><span class="post-meta-separator">|</span><i class="fas fa-inbox fa-fw post-meta-icon"></i><a class="post-meta-categories" href="/categories/AIGC/">AIGC</a><i class="fas fa-angle-right post-meta-separator"></i><i class="fas fa-inbox fa-fw post-meta-icon"></i><a class="post-meta-categories" href="/categories/AIGC/DDPM/">DDPM</a></span></div><div class="meta-secondline"><span class="post-meta-separator">|</span><span class="post-meta-pv-cv" id="" data-flag-title="Diffusion Model"><i class="far fa-eye fa-fw post-meta-icon"></i><span class="post-meta-label">Post Views:</span><span id="busuanzi_value_page_pv"><i class="fa-solid fa-spinner fa-spin"></i></span></span></div></div></div></header><main class="layout" id="content-inner"><div id="post"><article class="post-content" id="article-container"><h1 id="Diffusion-Model"><a href="#Diffusion-Model" class="headerlink" title="Diffusion Model"></a>Diffusion Model</h1><blockquote>
</head><body><div id="sidebar"><div id="menu-mask"></div><div id="sidebar-menus"><div class="avatar-img is-center"><img src="/img/avatar.jpg" onerror="onerror=null;src='/img/friend_404.gif'" alt="avatar"/></div><div class="sidebar-site-data site-data is-center"><a href="/archives/"><div class="headline">Articles</div><div class="length-num">6</div></a><a href="/tags/"><div class="headline">Tags</div><div class="length-num">14</div></a><a href="/categories/"><div class="headline">Categories</div><div class="length-num">21</div></a></div><hr class="custom-hr"/></div></div><div class="post" id="body-wrap"><header class="post-bg" id="page-header"><nav id="nav"><span id="blog-info"><a href="/" title="MZP's blog"><span class="site-name">MZP's blog</span></a></span><div id="menus"><div id="search-button"><a class="site-page social-icon search" href="javascript:void(0);"><i class="fas fa-search fa-fw"></i><span> Search</span></a></div><div id="toggle-menu"><a class="site-page" href="javascript:void(0);"><i class="fas fa-bars fa-fw"></i></a></div></div></nav><div id="post-info"><h1 class="post-title">Diffusion Model</h1><div id="post-meta"><div class="meta-firstline"><span class="post-meta-date"><i class="far fa-calendar-alt fa-fw post-meta-icon"></i><span class="post-meta-label">Created</span><time class="post-meta-date-created" datetime="2024-10-01T16:00:00.000Z" title="Created 2024-10-02 00:00:00">2024-10-02</time><span class="post-meta-separator">|</span><i class="fas fa-history fa-fw post-meta-icon"></i><span class="post-meta-label">Updated</span><time class="post-meta-date-updated" datetime="2024-10-02T06:29:02.245Z" title="Updated 2024-10-02 14:29:02">2024-10-02</time></span><span class="post-meta-categories"><span class="post-meta-separator">|</span><i class="fas fa-inbox fa-fw post-meta-icon"></i><a class="post-meta-categories" href="/categories/AIGC/">AIGC</a><i class="fas fa-angle-right post-meta-separator"></i><i class="fas fa-inbox fa-fw post-meta-icon"></i><a class="post-meta-categories" href="/categories/AIGC/DDPM/">DDPM</a></span></div><div class="meta-secondline"><span class="post-meta-separator">|</span><span class="post-meta-pv-cv" id="" data-flag-title="Diffusion Model"><i class="far fa-eye fa-fw post-meta-icon"></i><span class="post-meta-label">Post Views:</span><span id="busuanzi_value_page_pv"><i class="fa-solid fa-spinner fa-spin"></i></span></span></div></div></div></header><main class="layout" id="content-inner"><div id="post"><article class="post-content" id="article-container"><h1 id="Diffusion-Model"><a href="#Diffusion-Model" class="headerlink" title="Diffusion Model"></a>Diffusion Model</h1><blockquote>
<p>扩散现象是指物质粒子从高浓度区域向低浓度区域移动的过程，如往水中滴入墨水。DDPM受到启发，将前向加噪也看成是扩散过程，逐步将有意义的原图像完全变成无意义的噪声。</p>
</blockquote>
<h2 id="前向加噪"><a href="#前向加噪" class="headerlink" title="前向加噪"></a>前向加噪</h2><p><img src="https://xiao10ma.github.io/images/DDPM/forward.png" alt=""></p>
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postUpdate: '2024-10-02 14:30:07'
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</div>
<ul class="card-category-list" id="aside-cat-list">
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</ul></div><div class="card-widget card-tags"><div class="item-headline"><i class="fas fa-tags"></i><span>Tags</span></div><div class="card-tag-cloud"><a href="/tags/math/" style="font-size: 1.5em; color: #99a9bf">math</a> <a href="/tags/nerf/" style="font-size: 1.5em; color: #99a9bf">nerf</a> <a href="/tags/python/" style="font-size: 1.5em; color: #99a9bf">python</a> <a href="/tags/deep-learning/" style="font-size: 1.5em; color: #99a9bf">deep learning</a> <a href="/tags/DDPM/" style="font-size: 1.5em; color: #99a9bf">DDPM</a> <a href="/tags/CG/" style="font-size: 1.5em; color: #99a9bf">CG</a> <a href="/tags/3dgs/" style="font-size: 1.5em; color: #99a9bf">3dgs</a> <a href="/tags/leetcode/" style="font-size: 1.1em; color: #999">leetcode</a> <a href="/tags/linear-algebra/" style="font-size: 1.5em; color: #99a9bf">linear algebra</a> <a href="/tags/AIGC/" style="font-size: 1.5em; color: #99a9bf">AIGC</a> <a href="/tags/%E6%97%A5%E8%AE%B0/" style="font-size: 1.1em; color: #999">日记</a> <a href="/tags/NeRF/" style="font-size: 1.5em; 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