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| <!DOCTYPE html> | ||
| <html> | ||
| <head> | ||
| <meta charset="utf-8"> | ||
| <!-- Meta tags for social media banners, these should be filled in appropriatly as they are your "business card" --> | ||
| <!-- Replace the content tag with appropriate information --> | ||
| <meta name="description" content="DESCRIPTION META TAG"> | ||
| <meta property="og:title" content="SOCIAL MEDIA TITLE TAG"/> | ||
| <meta property="og:description" content="SOCIAL MEDIA DESCRIPTION TAG TAG"/> | ||
| <meta property="og:url" content="URL OF THE WEBSITE"/> | ||
| <!-- Path to banner image, should be in the path listed below. Optimal dimenssions are 1200X630--> | ||
| <meta property="og:image" content="static/image/your_banner_image.png" /> | ||
| <meta property="og:image:width" content="1200"/> | ||
| <meta property="og:image:height" content="630"/> | ||
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| <meta name="twitter:title" content="TWITTER BANNER TITLE META TAG"> | ||
| <meta name="twitter:description" content="TWITTER BANNER DESCRIPTION META TAG"> | ||
| <!-- Path to banner image, should be in the path listed below. Optimal dimenssions are 1200X600--> | ||
| <meta name="twitter:image" content="static/images/your_twitter_banner_image.png"> | ||
| <meta name="twitter:card" content="summary_large_image"> | ||
| <!-- Keywords for your paper to be indexed by--> | ||
| <meta name="keywords" content="KEYWORDS SHOULD BE PLACED HERE"> | ||
| <meta name="viewport" content="width=device-width, initial-scale=1"> | ||
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| <title>DogFusion: Dog Image Generation via Diffusion Model and Classifier-free Guidance</title> | ||
| <link href="https://fonts.googleapis.com/css?family=Google+Sans|Noto+Sans|Castoro" | ||
| rel="stylesheet"> | ||
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| <link rel="stylesheet" href="static/css/bulma.min.css"> | ||
| <link rel="stylesheet" href="static/css/bulma-carousel.min.css"> | ||
| <link rel="stylesheet" href="static/css/bulma-slider.min.css"> | ||
| <link rel="stylesheet" href="static/css/fontawesome.all.min.css"> | ||
| <link rel="stylesheet" | ||
| href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1/css/academicons.min.css"> | ||
| <link rel="stylesheet" href="static/css/index.css"> | ||
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| <script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script> | ||
| <script src="https://documentcloud.adobe.com/view-sdk/main.js"></script> | ||
| <script defer src="static/js/fontawesome.all.min.js"></script> | ||
| <script src="static/js/bulma-carousel.min.js"></script> | ||
| <script src="static/js/bulma-slider.min.js"></script> | ||
| <script src="static/js/index.js"></script> | ||
| </head> | ||
| <body> | ||
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| <section class="hero"> | ||
| <div class="hero-body"> | ||
| <div class="container is-max-desktop"> | ||
| <div class="columns is-centered"> | ||
| <div class="column has-text-centered"> | ||
| <h1 class="title is-1 publication-title">DogFusion: Dog Image Generation via Diffusion Model and Classifier-free Guidance</h1> | ||
| <div class="is-size-5 publication-authors"> | ||
| <!-- Paper authors --> | ||
| <span class="author-block"> | ||
| <a href="FIRST AUTHOR PERSONAL LINK" target="_blank">Hoang Khoi Do</a><sup>*</sup>,</span> | ||
| <!-- <span class="author-block"> | ||
| <a href="SECOND AUTHOR PERSONAL LINK" target="_blank">Second Author</a><sup>*</sup>,</span> | ||
| <span class="author-block"> | ||
| <a href="THIRD AUTHOR PERSONAL LINK" target="_blank">Third Author</a> | ||
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| <div class="is-size-5 publication-authors"> | ||
| <span class="author-block">Hanoi University of Science and Technology</span> | ||
| <!-- <span class="eql-cntrb"><small><br><sup>*</sup>Indicates Equal Contribution</small></span> --> | ||
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| <div class="publication-links"> | ||
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| <a href="https://arxiv.org/pdf/<ARXIV PAPER ID>.pdf" target="_blank" | ||
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| <span>Paper</span> | ||
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| <a href="static/pdfs/supplementary_material.pdf" target="_blank" | ||
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| <i class="fas fa-file-pdf"></i> | ||
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| <span>Supplementary</span> | ||
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| <!-- Github link --> | ||
| <span class="link-block"> | ||
| <a href="https://github.com/KhoiDOO/DogFusion" target="_blank" | ||
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| <i class="fab fa-github"></i> | ||
| </span> | ||
| <span>Code</span> | ||
| </a> | ||
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| <!-- ArXiv abstract Link --> | ||
| <!-- <span class="link-block"> | ||
| <a href="https://arxiv.org/abs/<ARXIV PAPER ID>" target="_blank" | ||
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| <i class="ai ai-arxiv"></i> | ||
| </span> | ||
| <span>arXiv</span> --> | ||
| </a> | ||
| </span> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| </section> | ||
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| <section class="section hero is-light"> | ||
| <div class="container is-max-desktop"> | ||
| <div class="columns is-centered has-text-centered"> | ||
| <div class="column is-four-fifths"> | ||
| <h2 class="title is-3">Abstract</h2> | ||
| <div class="content has-text-justified"> | ||
| <p> | ||
| This project is for learning and understand <a href="https://arxiv.org/abs/2006.11239" target="_blank">Denoising Diffusion Probabilistic Model</a> | ||
| and <a href="https://arxiv.org/abs/2207.12598" target="_blank">Classifier-Free Diffusion Guidance</a>. | ||
| The model is trained on <a href="http://vision.stanford.edu/aditya86/ImageNetDogs/" target="_blank">ImageNetDogs</a> dataset with 120 different types of dogs and 20000+ samples. | ||
| The generation image size is 128*128. | ||
| </p> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| </section> | ||
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| <section class="hero teaser"> | ||
| <div class="container is-max-desktop"> | ||
| <div class="hero-body"> | ||
| <img src="static/images/dogfusion_method.png" alt="MY ALT TEXT"/> | ||
| <h2 class="subtitle has-text-centered"> | ||
| System Methodology | ||
| </h2> | ||
| </div> | ||
| </div> | ||
| </section> | ||
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| <!-- Image carousel --> | ||
| <section class="hero is-small"> | ||
| <div class="hero-body"> | ||
| <div class="container"> | ||
| <div id="results-carousel" class="carousel results-carousel"> | ||
| <div class="item"> | ||
| <!-- Your image here --> | ||
| <img src="static/images/sample0.png" alt="MY ALT TEXT"/> | ||
| <h2 class="subtitle has-text-centered"> | ||
| Sample Generation at step 100000. | ||
| </h2> | ||
| </div> | ||
| <div class="item"> | ||
| <img src="static/images/sample1.png" alt="MY ALT TEXT"/> | ||
| <h2 class="subtitle has-text-centered"> | ||
| Sample Generation at step 50000. | ||
| </h2> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| </section> | ||
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| <!-- Youtube video --> | ||
| <section class="hero is-small is-light"> | ||
| <div class="hero-body"> | ||
| <div class="container"> | ||
| <!-- Paper video. --> | ||
| <h2 class="title is-3">DogFusion - V0 - FID: 159 (50 samples)</h2> | ||
| <div class="columns is-centered has-text-centered"> | ||
| <div class="column is-four-fifths"> | ||
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| <div class="publication-video"> | ||
| <!-- Youtube embed code here --> | ||
| <iframe src="https://www.youtube.com/embed/eTz8lYat-hA" frameborder="0" allow="autoplay; encrypted-media" allowfullscreen></iframe> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| </section> | ||
| <!-- End youtube video --> | ||
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| <footer class="footer"> | ||
| <div class="container"> | ||
| <div class="columns is-centered"> | ||
| <div class="column is-8"> | ||
| <div class="content"> | ||
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| <p> | ||
| This page was built using the <a href="https://github.com/eliahuhorwitz/Academic-project-page-template" target="_blank">Academic Project Page Template</a> which was adopted from the <a href="https://nerfies.github.io" target="_blank">Nerfies</a> project page. | ||
| You are free to borrow the of this website, we just ask that you link back to this page in the footer. <br> This website is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by-sa/4.0/" target="_blank">Creative | ||
| Commons Attribution-ShareAlike 4.0 International License</a>. | ||
| </p> | ||
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| </div> | ||
| </div> | ||
| </div> | ||
| </div> | ||
| </footer> | ||
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| <!-- You can add a tracker to track page visits by creating an account at statcounter.com --> | ||
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| </body> | ||
| </html> |
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