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haotian-liu committed Oct 13, 2023
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61 changes: 53 additions & 8 deletions index.html
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<div class="container is-max-desktop">
<div class="columns is-centered">
<div class="column has-text-centered">
<h1 class="title is-1 publication-title">Visual Instruction Tuning</h1>
<h3 class="title is-3 publication-title">LLaVA: Large Language and Vision Assistant</h3>
<div class="is-size-5">
<h1 class="title is-1 publication-title">LLaVA: <span class="is-size-2"><span class="is-size-1">L</span>arge <span class="is-size-1">L</span>anguage <span class="is-size-1">a</span>nd <span class="is-size-1">V</span>ision <span class="is-size-1">A</span>ssistant</span></h1>
<h3 class="title is-3 publication-title">Visual Instruction Fine-tuning</h3>
<h5 class="subtitle is-5 publication-awards">NeurIPS 2023 (Oral)</h5>
<div class="is-size-5 publication-authors">
<span class="author-block">
<a href="https://hliu.cc/" style="color:#f68946;font-weight:normal;">Haotian Liu<sup>*</sup></a>,
</span>
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</span>
<span class="author-block">
<a href="https://pages.cs.wisc.edu/~yongjaelee/" style="color:#f68946;font-weight:normal;">Yong Jae
Lee</a>,
Lee</a>
</span>
</div>

<br>
<div class="is-size-5 publication-authors">
<span class="author-block"><b style="color:#f68946; font-weight:normal">&#x25B6 </b> University of
Wisconsin-Madison</b></span>
<span class="author-block"><b style="color:#008AD7; font-weight:normal">&#x25B6 </b> Microsoft Research</span>
<span class="author-block"><b style="color:#F2A900; font-weight:normal">&#x25B6 </b>Columbia
University</span>
<span class="author-block">&nbsp&nbsp<sup>*</sup>Equal Contribution</span>
</div>

<div class="is-size-6 publication-authors">
<span class="author-block"><sup>*</sup>Equal Contribution</span>
</div>


<!-- <div class="column has-text-centered">
<h3 class="title is-3 publication-title">Improved Baselines with Visual Instruction Fine-tuning</h3>
<div class="is-size-5 publication-authors">
<span class="author-block">
<a href="https://hliu.cc/" style="color:#f68946;font-weight:normal;">Haotian Liu<sup>*</sup></a>,
</span>
<span class="author-block">
<a href="https://chunyuan.li/" style="color:#008AD7;font-weight:normal;">Chunyuan Li<sup>*</sup></a>,
</span>
<span class="author-block">
<a href="https://yuheng-li.github.io" style="color:#008AD7;font-weight:normal;">Yuheng Li</a>,
</span>
<span class="author-block">
<a href="https://pages.cs.wisc.edu/~yongjaelee/" style="color:#f68946;font-weight:normal;">Yong Jae
Lee</a>
</span>
</div>
<div class="is-size-5 publication-authors">
<span class="author-block"><b style="color:#f68946; font-weight:normal">&#x25B6 </b> University of
Wisconsin-Madison</b></span>
<span class="author-block"><b style="color:#008AD7; font-weight:normal">&#x25B6 </b> Microsoft Research</span>
</div> -->

<div class="column has-text-centered">
<div class="publication-links">
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<span>arXiv</span>
</a>
</span>
<span class="link-block">
<a href="https://arxiv.org/abs/2310.03744" target="_blank"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="ai ai-arxiv"></i>
</span>
<span>arXiv (LLaVA-1.5)</span>
</a>
</span>
<span class="link-block">
<a href="https://github.com/haotian-liu/LLaVA" target="_blank"
class="external-link button is-normal is-rounded is-dark">
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<div class="container is-max-desktop">
<div class="hero-body">
<h4 class="subtitle has-text-centered">
🔥<span style="color: #ff3860">[NEW!]</span> LLaVA-1.5 achieves SoTA on 11 benchmarks, with just simple modifications to the original LLaVA, utilizes all public data, completes training in ~1 day on a single 8-A100 node, and surpasses methods that use billion-scale data.
<br><br>
LLaVA represents a novel end-to-end trained large multimodal model that combines a vision encoder and Vicuna
for general-purpose visual and language understanding,
achieving impressive chat capabilities mimicking spirits of the multimodal GPT-4 and setting a new state-of-the-art accuracy on Science QA.
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<div class="container is-max-desktop content">
<h2 class="title">BibTeX</h2>
<pre><code>
@article{liu2023llava,
@misc{liu2023improvedllava,
author={Liu, Haotian and Li, Chunyuan and Li, Yuheng and Lee, Yong Jae},
title={Improved Baselines with Visual Instruction Tuning},
publisher={arXiv:2310.03744},
year={2023},
}

@inproceedings{liu2023llava,
author = {Liu, Haotian and Li, Chunyuan and Wu, Qingyang and Lee, Yong Jae},
title = {Visual Instruction Tuning},
publisher = {arXiv:2304.08485},
booktitle = {NeurIPS},
year = {2023}
}
</code></pre>
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6 changes: 4 additions & 2 deletions static/css/index.css
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.publication-awards {
color: #ff3860;
width: fit-content;
/* width: fit-content; */
font-weight: bolder;
}

.publication-authors {
.title + .publication-authors,
.subtitle + .publication-authors {
margin-top: -1.25rem;
}

.publication-authors a {
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