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<link rel="stylesheet" href="./static/css/index.css">
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<h1 class="title is-1 publication-title">
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<a href="https://
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<a href="https://
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<span class="author-block">
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<a href="https://jonbarron.info" target="_blank">Jonathan T. Barron</a><sup>2</sup>,
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</span>
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<span class="author-block">
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<a href="http://sofienbouaziz.com" target="_blank">Sofien Bouaziz</a><sup>2</sup>,
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</span>
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<span class="author-block">
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<a href="https://www.danbgoldman.com" target="_blank">Dan B Goldman</a><sup>2</sup>,
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<span class="author-block">
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<a href="https://homes.cs.washington.edu/~seitz/" target="_blank">Steven M. Seitz</a><sup>1,2</sup>,
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</span>
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<span class="author-block">
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<a href="http://www.ricardomartinbrualla.com" target="_blank">Ricardo Martin-Brualla</a><sup>2</sup>
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</span>
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<div class="is-size-5 publication-authors">
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<span class="author-block"><sup>1</sup>University
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<span class="author-block"><sup>2</sup>
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</a>
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<a href="https://arxiv.org/abs/2011.12948" target="_blank"
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class="external-link button is-normal is-rounded is-dark">
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<span class="icon">
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<span>arXiv</span>
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<span class="icon">
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<span>Video</span>
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<span>Code</span>
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<span>Data</span>
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</video>
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<h2 class="subtitle has-text-centered">
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<span class="dnerf">Nerfies</span> turns selfie videos from your phone into
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free-viewpoint
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portraits.
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</div>
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<div class="content">
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<h2 class="title is-3">Visual Effects</h2>
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<p>
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Using <i>nerfies</i> you can create fun visual effects. This Dolly zoom effect
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would be impossible without nerfies since it would require going through a wall.
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</p>
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<video id="dollyzoom" autoplay controls muted loop playsinline height="100%">
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<source src="./static/videos/dollyzoom-stacked.mp4"
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<h2 class="title is-3">Matting</h2>
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<p>
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As a byproduct of our method, we can also solve the matting problem by ignoring
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samples that fall outside of a bounding box during rendering.
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</p>
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<video id="matting-video" controls playsinline height="100%">
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<!--/ Matting. -->
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<h2 class="title is-3">Animation</h2>
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<h3 class="title is-4">Interpolating states</h3>
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<div class="content has-text-justified">
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<p>
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We can also animate the scene by interpolating the deformation latent codes of two input
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frames. Use the slider here to linearly interpolate between the left frame and the right
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frame.
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</p>
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</div>
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<div class="columns is-vcentered interpolation-panel">
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<div class="column is-3 has-text-centered">
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<img src="./static/images/interpolate_start.jpg"
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class="interpolation-image"
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alt="Interpolate start reference image."/>
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<p>Start Frame</p>
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</div>
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<div class="column interpolation-video-column">
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<div id="interpolation-image-wrapper">
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Loading...
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<input class="slider is-fullwidth is-large is-info"
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id="interpolation-slider"
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step="1" min="0" max="100" value="0" type="range">
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<div class="column is-3 has-text-centered">
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<img src="./static/images/interpolate_end.jpg"
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class="interpolation-image"
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alt="Interpolation end reference image."/>
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<p class="is-bold">End Frame</p>
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</div>
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</div>
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<br/>
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<!--/ Interpolating. -->
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<!-- Re-rendering. -->
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<h3 class="title is-4">Re-rendering the input video</h3>
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<div class="content has-text-justified">
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<p>
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Using <span class="dnerf">Nerfies</span>, you can re-render a video from a novel
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viewpoint such as a stabilized camera by playing back the training deformations.
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</p>
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</div>
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<div class="content has-text-centered">
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<video id="replay-video"
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controls
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muted
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preload
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playsinline
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width="75%">
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<source src="./static/videos/replay.mp4"
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type="video/mp4">
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</video>
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</div>
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<!--/ Re-rendering. -->
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</div>
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<!--/ Animation. -->
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<!-- Concurrent Work. -->
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<div class="columns is-centered">
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<h2 class="title is-3">Related Links</h2>
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<p>
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There's a lot of excellent work that was introduced around the same time as ours.
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</p>
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<p>
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<a href="https://arxiv.org/abs/2104.09125" target="_blank">Progressive Encoding for Neural Optimization</a> introduces an idea similar to our windowed position encoding for coarse-to-fine optimization.
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</p>
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<p>
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<a href="https://www.albertpumarola.com/research/D-NeRF/index.html" target="_blank">D-NeRF</a> and <a href="https://gvv.mpi-inf.mpg.de/projects/nonrigid_nerf/" target="_blank">NR-NeRF</a>
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both use deformation fields to model non-rigid scenes.
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</p>
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<p>
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Some works model videos with a NeRF by directly modulating the density, such as <a href="https://video-nerf.github.io/" target="_blank">Video-NeRF</a>, <a href="https://www.cs.cornell.edu/~zl548/NSFF/" target="_blank">NSFF</a>, and <a href="https://neural-3d-video.github.io/" target="_blank">DyNeRF</a>
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</p>
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<p>
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There are probably many more by the time you are reading this. Check out <a href="https://dellaert.github.io/NeRF/" target="_blank">Frank Dellart's survey on recent NeRF papers</a>, and <a href="https://github.com/yenchenlin/awesome-NeRF" target="_blank">Yen-Chen Lin's curated list of NeRF papers</a>.
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</p>
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</div>
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</div>
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</div>
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<!--/ Concurrent Work. -->
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</div>
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</section>
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<section class="section" id="BibTeX">
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<div class="container is-max-desktop content">
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<h2 class="title">BibTeX</h2>
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<pre><code>@article{
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}</code></pre>
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</div>
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</section>
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Commons Attribution-ShareAlike 4.0 International License</a>.
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</p>
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<p>
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This
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href="https://github.com/nerfies/nerfies.github.io">source code</a> of
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we just ask that you link back to this page in the footer.
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Please remember to remove the analytics code included in the header of the website which
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you do not want on your website.
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</p>
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</div>
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</div>
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<head>
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<meta charset="utf-8">
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<meta name="description"
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content="WOPR: Word Predictor. Memory-based language modeling">
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<meta name="keywords" content="word prediction, wopr, memory-based learning, timbl, memory-based language modeling">
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<meta name="viewport" content="width=device-width, initial-scale=1">
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<title>WOPR: Memory-based language modeling</title>
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<link href="https://fonts.googleapis.com/css?family=Google+Sans|Noto+Sans|Castoro"
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rel="stylesheet">
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<link rel="stylesheet" href="./static/css/index.css">
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<link rel="icon" href="./static/images/favicon.svg">
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<div class="container is-max-desktop">
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<h1 class="title is-1 publication-title">WOPR: Memory-based language modeling</h1>
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<div class="is-size-5 publication-authors">
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<span class="author-block">
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<a href="https://antalvandenbosch.nl/" target="_blank">Antal van den Bosch</a><sup>1</sup>,</span>
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<span class="author-block">
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<a href="https://www.humlab.lu.se/person/PeterBerck/" target="_blank">Peter Berck</a><sup>2</sup>,</span>
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</div>
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<div class="is-size-5 publication-authors">
|
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+
<span class="author-block"><sup>1</sup>Utrecht University</span>
|
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+
<span class="author-block"><sup>2</sup>University of Lund</span>
|
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</div>
|
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|
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<div class="column has-text-centered">
|
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<div class="publication-links">
|
51 |
<!-- PDF Link. -->
|
52 |
<span class="link-block">
|
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+
<a href="https://berck.se/thesis.pdf" target="_blank"
|
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class="external-link button is-normal is-rounded is-dark">
|
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<span class="icon">
|
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<i class="fas fa-file-pdf"></i>
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</span>
|
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+
<span>Thesis</span>
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</a>
|
60 |
</span>
|
61 |
+
|
62 |
<!-- Code Link. -->
|
63 |
<span class="link-block">
|
64 |
+
<a href="https://github.com/LanguageMachines/wopr" target="_blank"
|
65 |
class="external-link button is-normal is-rounded is-dark">
|
66 |
<span class="icon">
|
67 |
<i class="fab fa-github"></i>
|
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</span>
|
69 |
<span>Code</span>
|
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</a>
|
71 |
+
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</div>
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</div>
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</div>
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</section>
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81 |
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82 |
|
83 |
<section class="section">
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|
119 |
</div>
|
120 |
<!--/ Abstract. -->
|
121 |
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122 |
</div>
|
123 |
</section>
|
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125 |
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126 |
|
127 |
|
128 |
<section class="section" id="BibTeX">
|
129 |
<div class="container is-max-desktop content">
|
130 |
<h2 class="title">BibTeX</h2>
|
131 |
+
<pre><code>@article{VandenBosch+09,
|
132 |
+
author = {A. {Van den Bosch} and P. Berck},
|
133 |
+
journal = {The Prague Bulletin of Mathematical Linguistics},
|
134 |
+
pages = {17--26},
|
135 |
+
title = {Memory-based machine translation and language modeling},
|
136 |
+
volume = {91},
|
137 |
+
year = {2009},
|
138 |
+
bdsk-url-1 = {http://ufal.mff.cuni.cz/pbml/91/art-bosch.pdf}}
|
139 |
}</code></pre>
|
140 |
</div>
|
141 |
</section>
|
|
|
161 |
Commons Attribution-ShareAlike 4.0 International License</a>.
|
162 |
</p>
|
163 |
<p>
|
164 |
+
This websites gladly piggybacked on the <a target="_blank"
|
165 |
+
href="https://github.com/nerfies/nerfies.github.io">source code</a> of the Nerfies website.
|
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|
166 |
</p>
|
167 |
</div>
|
168 |
</div>
|