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index.html
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html
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>ManifoldCache: Training-Free Diffusion Acceleration</title>
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<style>
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body {
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font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", Roboto, Helvetica, Arial, sans-serif;
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margin: 0;
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padding: 20px;
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background-color: #f9fafb;
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color: #111827;
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}
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.container {
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max-width: 1100px;
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margin: 0 auto;
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}
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h1 { font-size: 1.85rem; margin-bottom: 8px; color: #047857; }
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p { margin-top: 0; color: #4b5563; font-size: 0.95rem; line-height: 1.5; }
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.links-bar {
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margin: 15px 0 25px 0;
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display: flex;
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gap: 15px;
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}
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.btn {
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display: inline-block;
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padding: 8px 16px;
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border-radius: 6px;
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font-weight: 500;
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text-decoration: none;
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font-size: 0.9rem;
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}
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.btn-primary { background-color: #059669; color: white; }
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.btn-primary:hover { background-color: #047857; }
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.btn-secondary { background-color: #e5e7eb; color: #374151; }
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.btn-secondary:hover { background-color: #d1d5db; }
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.visual-preview {
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background: white;
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padding: 15px;
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border-radius: 8px;
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border: 1px solid #e5e7eb;
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margin-bottom: 25px;
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text-align: center;
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}
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.visual-preview img {
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max-width: 100%;
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height: auto;
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border-radius: 4px;
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}
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.iframe-container {
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position: relative;
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width: 100%;
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height: 900px;
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border-radius: 8px;
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overflow: hidden;
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border: 1px solid #e5e7eb;
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box-shadow: 0 4px 6px -1px rgba(0, 0, 0, 0.05);
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}
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iframe {
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width: 100%;
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height: 100%;
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border: none;
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}
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</style>
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</head>
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<body>
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<div class="container">
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<h1>ManifoldCache: Training-Free Diffusion Acceleration via Constraint Manifold Caching</h1>
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<p>
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ManifoldCache is the first training-free, data-free accelerator designed from first principles for Constraint-Manifold Diffusion Models (CMDMs).
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By exploiting an orthogonal decomposition of the conditional score function into normal and tangential components, it derives a sharp,
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schedule-based safe-caching boundary alongside a depth-monotone block-skipping schedule.
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</p>
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<div class="links-bar">
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<a href="https://openreview.net" target="_blank" class="btn btn-primary">📄 Read Paper (OpenReview)</a>
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<a href="https://github.io" target="_blank" class="btn btn-secondary">🌐 Open Portfolio Website</a>
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</div>
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<!-- GIF Banner Section -->
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<div class="visual-preview">
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<p style="font-weight: 600; margin-bottom: 10px; color: #374151;">Acceleration Output Preview (Constraint-Manifold Preservation)</p>
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<img src="chrome-capture-2026-06-19%20(3).gif" alt="ManifoldCache 3D Trajectory Optimization Pipeline">
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</div>
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<!-- Embedded Live Interactive Portfolio -->
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<h2 style="font-size: 1.3rem; margin-bottom: 12px; color: #374151;">Interactive 3D Visualizations & Benchmarks</h2>
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<div class="iframe-container">
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<iframe src="https://github.io" title="ManifoldCache Project Web Demo"></iframe>
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</div>
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</div>
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</body>
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</html>
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Use code with caution.
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