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<!DOCTYPE html>
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<title>Awesome Dataset Distillation</title>
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<meta name="author" content="Li Longzhen">
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<div class="show-on-large-screens"><h1 class="title display-large">Awesome Dataset Distillation</h1></div>
<div class="show-on-middle-screens"><h1 class="title display-large">Awesome<br> Dataset Distillation</h1></div>
<div class="show-on-small-screens"><h1 class="title display-large">Awesome<br> Dataset<br> Distillation</h1></div>
<div><p class="brief title-large">Awesome Dataset Distillation provides the most comprehensive and detailed information on the Dataset Distillation field.</p></div>
<div><p class="brief title-large">This project is curated and maintained by <a style="color: black;" href="https://www-lmd.ist.hokudai.ac.jp/member/guang-li/">Guang Li</a>, <a style="color: black;" href="https://www.bozhao.me/">Bo Zhao</a>, and <a style="color: black;" href="https://www.tongzhouwang.info/">Tongzhou Wang</a>.</p></div>
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Awesome Dataset Distillation
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<div class="navigation-item"><a onclick="close_sidebar()" href="#main" class="title-large on-primary-container-text">Main</a></div>
<div class="navigation-item"><a onclick="close_sidebar()" href="#early" class="title-medium on-primary-container-text">Early Work</a></div>
<div class="navigation-item"><a onclick="close_sidebar()" href="#gradient" class="title-medium on-primary-container-text">Gradient/Trajectory Matching Surrogate Objective</a></div>
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<div class="navigation-item"><a onclick="close_sidebar()" href="#kernel" class="title-medium on-primary-container-text">Kernel-Based Distillation</a></div>
<div class="navigation-item"><a onclick="close_sidebar()" href="#parametrization" class="title-medium on-primary-container-text">Distilled Dataset Parametrization</a></div>
<div class="navigation-item"><a onclick="close_sidebar()" href="#generative" class="title-medium on-primary-container-text">Generative Distillation</a></div>
<div class="navigation-item"><a onclick="close_sidebar()" href="#better-optimization" class="title-medium on-primary-container-text">Better Optimization</a></div>
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<div class="navigation-item"><a onclick="close_sidebar()" href="#label" class="title-medium on-primary-container-text">Label Distillation</a></div>
<div class="navigation-item"><a onclick="close_sidebar()" href="#quantization" class="title-medium on-primary-container-text">Dataset Quantization</a></div>
<div class="navigation-item"><a onclick="close_sidebar()" href="#decouple" class="title-medium on-primary-container-text">Decoupled Distillation</a></div>
<div class="navigation-item"><a onclick="close_sidebar()" href="#multimodal" class="title-medium on-primary-container-text">Multimodal Distillation</a></div>
<div class="navigation-item"><a onclick="close_sidebar()" href="#self" class="title-medium on-primary-container-text">Self-Supervised Distillation</a></div>
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<div class="navigation-item"><a onclick="close_sidebar()" href="#blackbox" class="title-medium on-primary-container-text">Blackbox Optimization</a></div>
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<div class="navigation-item"><a onclick="close_sidebar()" href="#domainAdaptation" class="title-medium on-primary-container-text">Domain Adaptation</a></div>
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<div class="navigation-item"><a onclick="close_sidebar()" href="#timeSeries" class="title-medium on-primary-container-text">Time Series</a></div>
<div class="navigation-item"><a onclick="close_sidebar()" href="#speech" class="title-medium on-primary-container-text">Speech</a></div>
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<div class="navigation-item"><a onclick="close_sidebar()" href="#long" class="title-medium on-primary-container-text">Long-Tail</a></div>
<div class="navigation-item"><a onclick="close_sidebar()" href="#noisy" class="title-medium on-primary-container-text">Learning with Noisy Labels</a></div>
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<p class="count-title on-background-text display-small">Paper Statistics:</p>
<p class="count-number on-background-text display-large">208</p>
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<h2 class="section-title display-medium on-background-text">Background & Vision</h2>
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<!--Put the Background information here-->
<p class="background-vision body-large on-surface-variant-text">Dataset distillation is the task of synthesizing a small dataset such that models trained on it achieve high performance on the original large dataset. A dataset distillation algorithm takes as input a large real dataset to be distilled (training set), and outputs a small synthetic distilled dataset, which is evaluated via testing models trained on this distilled dataset on a separate real dataset (validation/test set). A good small distilled dataset is not only useful in dataset understanding, but has various applications (e.g., continual learning, privacy, neural architecture search, etc.). This task was first introduced in the paper <a class="body-large on-surface-variant-text" href="https://www.tongzhouwang.info/dataset_distillation/">Dataset Distillation [Tongzhou Wang et al., '18]</a>, along with a proposed algorithm using backpropagation through optimization steps. Then the task was first extended to the real-world datasets in the paper <a class="body-large on-surface-variant-text" href="https://arxiv.org/abs/2104.02857">Medical Dataset Distillation [Guang Li et al., '19]</a>, which also explored the privacy preservation possibilities of dataset distillation. In the paper <a class="body-large on-surface-variant-text" href="https://arxiv.org/abs/2006.05929">Dataset Condensation [Bo Zhao et al., '20]</a>, gradient matching was first introduced and greatly promoted the development of the dataset distillation field.</p>
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<p class="background-vision body-large on-surface-variant-text">In recent years (2022-now), dataset distillation has gained increasing attention in the research community, across many institutes and labs. More papers are now being published each year. These wonderful researches have been constantly improving dataset distillation and exploring its various variants and applications.</p>
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<h2 class="section-title display-medium on-background-text">Latest Updates</h2>
<div class="lastupdate-container surface-variant">
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<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/12/13</p>
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<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/sakshamsingh1/AVDD">Audio-Visual Dataset Distillation</a></p>
<p class="title-medium essay-author"><i>Saksham Singh Kushwaha et al., TMLR 2024</i></p>
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/kush2024avdd.txt">
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<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
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<p class="essay-content title-large on-surface-variant-text">2024/12/10</p>
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<p class="essay-content">FairDD: Fair Dataset Distillation via Synchronized Matching</p>
<p class="title-medium essay-author"><i>Qihang Zhou et al., 2024</i></p>
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhou2024fair.txt">
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<p class="essay-content title-large on-surface-variant-text">2024/12/07</p>
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<div>
<p class="essay-content">Video Set Distillation: Information Diversification and Temporal Densifica</p>
<p class="title-medium essay-author"><i>Yinjie Zhao et al., 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhao2024video.txt">
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<span class="essay-button surface">
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<p class="essay-content title-large on-surface-variant-text">2024/12/06</p>
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<li class="essay-container title-large surface-variant on-surface-variant-text">
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<p class="title-medium essay-author"><i>Zhiqiang Shen & Ammar Sherif et al., 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/shen2024delt.txt">
<span class="essay-button surface">
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<span class="essay-button surface">
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<p class="essay-content title-large on-surface-variant-text">2024/11/29</p>
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<div>
<p class="essay-content">Textual Dataset Distillation via Language Model Embedding</p>
<p class="title-medium essay-author"><i>Yefan Tao et al., EMNLP 2024</i></p>
</div>
<div class="button-group">
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/tao2024textual.txt">
<span class="essay-button surface">
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<span class="essay-button surface">
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<p class="title-medium essay-author"><i>Lechao Cheng et al., 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/cheng2024noisy.txt">
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<span class="essay-button surface">
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<p class="essay-content title-large on-surface-variant-text">2024/11/17</p>
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<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/zhouzhengqd/BEARD/">BEARD: Benchmarking the Adversarial Robustness for Dataset Distillation</a></p>
<p class="title-medium essay-author"><i>Zheng Zhou et al., 2024</i></p>
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<div class="button-group">
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<span class="essay-button surface">
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</span>
</a>
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<span class="essay-button surface">
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<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/11/10</p>
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<div>
<p class="essay-content">Fetch and Forge: Efficient Dataset Condensation for Object Detection</p>
<p class="title-medium essay-author"><i>Ding Qi et al., NeurIPS 2024</i></p>
</div>
<div class="button-group">
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/qi2024dcod.txt">
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<span class="essay-button surface">
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<p class="title-medium essay-author"><i>Bowen Yuan et al., NeurIPS 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
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<span class="essay-button surface">
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<span class="essay-button surface">
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<p class="title-medium essay-author"><i>Yilan Chen et al., NeurIPS 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
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<p class="title-medium essay-author"><i>Hao Miao et al., VLDB 2025</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/miao2025timedc.txt">
<span class="essay-button surface">
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</span>
</a>
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<span class="essay-button surface">
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</li>
<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/10/24</p>
</li>
<li><hr class="outline-variant" style="width:96%;text-align:center;"></li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/NUS-HPC-AI-Lab/EDF">Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios</a></p>
<p class="title-medium essay-author"><i>Kai Wang & Zekai Li et al., 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/wang2024edf.txt">
<span class="essay-button surface">
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</a>
<a href="https://arxiv.org/abs/2410.17193">
<span class="essay-button surface">
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</div>
</li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
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<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/he-y/soft-label-pruning-for-dataset-distillation">Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?</a></p>
<p class="title-medium essay-author"><i>Lingao Xiao, et al., NeurIPS 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/xiao2024soft.txt">
<span class="essay-button surface">
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</span>
</a>
<a href="https://arxiv.org/abs/2410.15919">
<span class="essay-button surface">
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</span>
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</div>
</li>
<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/10/17</p>
</li>
<li><hr class="outline-variant" style="width:96%;text-align:center;"></li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/sunnytqin/no-distillation">A Label is Worth a Thousand Images in Dataset Distillation</a></p>
<p class="title-medium essay-author"><i>Tian Qin et al., NeurIPS 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/qin2024label.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
</a>
<a href="https://arxiv.org/abs/2406.10485">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
</a>
</div>
</li>
<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/10/11</p>
</li>
<li><hr class="outline-variant" style="width:96%;text-align:center;"></li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
<p class="essay-content">Teddy: Efficient Large-Scale Dataset Distillation via Taylor-Approximated Matching</p>
<p class="title-medium essay-author"><i>Ruonan Yu et al., ECCV 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/yu2024teddy.txt">
<span class="essay-button surface">
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</span>
</a>
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<span class="essay-button surface">
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</span>
</a>
</div>
</li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Seoungyoon Kang & Youngsun Lim et al., WACV 2025</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/kang2024label.txt">
<span class="essay-button surface">
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</span>
</a>
<a href="https://arxiv.org/abs/2409.16239">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
</a>
</div>
</li>
<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/10/03</p>
</li>
<li><hr class="outline-variant" style="width:96%;text-align:center;"></li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Shaobo Wang et al., 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/wang2024drupi.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
</a>
<a href="https://arxiv.org/abs/2410.01611">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
</a>
</div>
</li>
<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/09/27</p>
</li>
<li><hr class="outline-variant" style="width:96%;text-align:center;"></li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Jiawei Du et al., NeurIPS 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/du2024diversity.txt">
<span class="essay-button surface">
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</span>
</a>
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<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
</a>
</div>
</li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Jun-Yeong Moon et al., ECCV 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/moon2024hmdc.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
</a>
<a href="https://arxiv.org/abs/2409.14538">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
</a>
</div>
</li>
<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/09/21</p>
</li>
<li><hr class="outline-variant" style="width:96%;text-align:center;"></li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Chun-Yin Huang et al., ICML 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/huang2024desa.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
</a>
<a href="https://arxiv.org/abs/2405.11525">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
</a>
</div>
</li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Hongcheng Li et al., MM 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/li2024dsdm.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
</a>
<a href="https://openreview.net/forum?id=vtpwJob0L1">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
</a>
</div>
</li>
<li class="edit-date">
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</li>
<li><hr class="outline-variant" style="width:96%;text-align:center;"></li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/cong2024dataset.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
</a>
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<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
</a>
</div>
</li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Junaid Iqbal Khan, 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/khan2024unlearning.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
</a>
<a href="https://arxiv.org/abs/2402.00195">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
</a>
</div>
</li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Mucong Ding et al., 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/ding2024hcdc.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
</a>
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<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
</a>
</div>
</li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Shitong Shao et al., NeurIPS 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/shao2024edc.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
</a>
<a href="https://arxiv.org/abs/2404.13733">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
</a>
</div>
</li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Jiawei Du et al., NeurIPS 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/du2024diversity.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
</a>
<a href="https://arxiv.org/abs/2409.17612">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
</a>
</div>
</li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Zeyuan Yin et al., TMLR 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/yin2024cda.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
</a>
<a href="https://arxiv.org/abs/2311.18838">
<span class="essay-button surface">
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<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/09/16</p>
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<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Haizhong Zheng et al., ECCV 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zheng2024hmn.txt">
<span class="essay-button surface">
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</span>
</a>
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<span class="essay-button surface">
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<li class="essay-container title-large surface-variant on-surface-variant-text">
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<p class="title-medium essay-author"><i>Yuqi Jia & Saeed Vahidian et al., ECCV 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/jia2024feddg.txt">
<span class="essay-button surface">
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</span>
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<span class="essay-button surface">
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<p class="title-medium essay-author"><i>Peng Sun et al., ICLR 2024 Workshop</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/sun2024lic.txt">
<span class="essay-button surface">
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<p class="essay-content title-large on-surface-variant-text">2024/09/11</p>
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<p class="title-medium essay-author"><i>Xingwang Wang et al., IJCNN 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/wang2024dcfl.txt">
<span class="essay-button surface">
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<p class="essay-content title-large on-surface-variant-text">2024/09/05</p>
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<p class="title-medium essay-author"><i>Vyacheslav Kungurtsev et al., 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/kungurtsev2024first.txt">
<span class="essay-button surface">
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<span class="essay-button surface">
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<p class="title-medium essay-author"><i>Shaolei Yang et al., ECCV 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/yang2024nsd.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
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<span class="essay-button surface">
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<p class="essay-content title-large on-surface-variant-text">2024/09/03</p>
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<li class="essay-container title-large surface-variant on-surface-variant-text">
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<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/ndhg1213/H-GLaD">Hierarchical Features Matter: A Deep Exploration of GAN Priors for Improved Dataset Distillation</a></p>
<p class="title-medium essay-author"><i>Xinhao Zhong & Hao Fang et al., 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhong2024hglad.txt">
<span class="essay-button surface">
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</span>
</a>
<a href="https://arxiv.org/abs/2406.05704">
<span class="essay-button surface">
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<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/08/29</p>
</li>
<li><hr class="outline-variant" style="width:96%;text-align:center;"></li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Zhenghao Zhao & Haoxuan Wang et al., 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhao2024long.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
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<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
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<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/08/24</p>
</li>
<li><hr class="outline-variant" style="width:96%;text-align:center;"></li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
<p class="essay-content">Adaptive Backdoor Attacks Against Dataset Distillation for Federated Learning</p>
<p class="title-medium essay-author"><i>Ze Chai et al., ICC 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/chai2024backdoor.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
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</a>
<a href="https://ieeexplore.ieee.org/abstract/document/10622462?casa_token=tHyZ-Pz7DpUAAAAA:vmCYI4cUcKzMluUsASHhIhr0CvBkjzBR-0N7REVj7aFN5hT5TinQTpSEsE0Bo3Fl8auh52Fipm_v">
<span class="essay-button surface">
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</a>
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</li>
<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/08/23</p>
</li>
<li><hr class="outline-variant" style="width:96%;text-align:center;"></li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
<p class="essay-content">Not All Samples Should Be Utilized Equally: Towards Understanding and Improving Dataset Distillation</p>
<p class="title-medium essay-author"><i>Shaobo Wang et al., 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/wang2024samples.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
</a>
<a href="https://arxiv.org/abs/2408.12483">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
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</div>
</li>
<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/08/22</p>
</li>
<li><hr class="outline-variant" style="width:96%;text-align:center;"></li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
<p class="essay-content">Dataset Condensation with Latent Quantile Matching</p>
<p class="title-medium essay-author"><i>Wei Wei et al., CVPR 2024 Workshop</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/wei2024lqm.txt">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24px" viewBox="0 0 24 24" width="24px"><path d="M0 0h24v24H0V0z" fill="none"/><path d="M18.62 18h-5.24l2-4H13V6h8v7.24L18.62 18zm-2-2h.76L19 12.76V8h-4v4h3.62l-2 4zm-8 2H3.38l2-4H3V6h8v7.24L8.62 18zm-2-2h.76L9 12.76V8H5v4h3.62l-2 4z"/></svg>
</span>
</a>
<a href="https://openaccess.thecvf.com/content/CVPR2024W/DDCV/html/Wei_Dataset_Condensation_with_Latent_Quantile_Matching_CVPRW_2024_paper.html">
<span class="essay-button surface">
<svg xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="m720-120 160-160-56-56-64 64v-167h-80v167l-64-64-56 56 160 160ZM560 0v-80h320V0H560ZM240-160q-33 0-56.5-23.5T160-240v-560q0-33 23.5-56.5T240-880h280l240 240v121h-80v-81H480v-200H240v560h240v80H240Zm0-80v-560 560Z"/></svg>
</span>
</a>
</div>
</li>
<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2024/08/20</p>
</li>
<li><hr class="outline-variant" style="width:96%;text-align:center;"></li>
<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
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<p class="title-medium essay-author"><i>Duo Su & Junjie Hou & Guang Li et al., ECCV 2024 Workshop</i></p>
</div>