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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="#kernel" class="title-medium on-primary-container-text">Kernel-Based Distillation</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>
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<p class="count-number on-background-text display-large">217</p>
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<h2 class="section-title display-medium on-background-text">Background & Vision</h2>
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<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>
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<li class="edit-date">
<p class="essay-content title-large on-surface-variant-text">2025/1/23</p>
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<p class="essay-content">Going Beyond Feature Similarity: Effective Dataset Distillation based on Class-aware Conditional Mutual Information</p>
<p class="title-medium essay-author"><i>Xinhao Zhong et al., ICLR 2025</i></p>
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhong2025cmi.txt">
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<a href="https://arxiv.org/abs/2412.09945">
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<p class="essay-content">Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator</p>
<p class="title-medium essay-author"><i>Xin Zhang et al., ICLR 2025</i></p>
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhang2025infer.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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<a href="https://arxiv.org/abs/2408.06927">
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<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>
<p class="essay-content">Dataset Distillation via Knowledge Distillation: Towards Efficient Self-Supervised Pre-Training of Deep Networks</p>
<p class="title-medium essay-author"><i>Siddharth Joshi et al., ICLR 2025</i></p>
</div>
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/joshi2025kd.txt">
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</a>
<a href="https://arxiv.org/abs/2410.02116">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/Mming11/RobustDatasetDistillation">Group Distributionally Robust Dataset Distillation with Risk Minimization</a></p>
<p class="title-medium essay-author"><i>Saeed Vahidian & Mingyu Wang & Jianyang Gu et al., ICLR 2025</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/vahidian2025group.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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</a>
<a href="https://arxiv.org/abs/2402.04676">
<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">2025/1/17</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">Dataset Distillation as Pushforward Optimal Quantization</p>
<p class="title-medium essay-author"><i>Hongye Tan et al., 2025</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/tan2025optimal.txt">
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</a>
<a href="https://arxiv.org/abs/2501.07681">
<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="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/Jiacheng8/CV-DD">Dataset Distillation via Committee Voting</a></p>
<p class="title-medium essay-author"><i>Jiacheng Cui et al., 2025</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/cui2025cvdd.txt">
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</a>
<a href="https://arxiv.org/abs/2501.07575">
<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>
<p class="essay-content">FocusDD: Real-World Scene Infusion for Robust Dataset Distillation</p>
<p class="title-medium essay-author"><i>Youbin Hu et al., 2025</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/hu2025focusdd.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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</a>
<a href="https://arxiv.org/abs/2501.06405">
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<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">2025/1/8</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 Large-Scale Study on Video Action Dataset Condensation</p>
<p class="title-medium essay-author"><i>Yang Chen et al., 2024</i></p>
</div>
<div class="button-group">
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/chen2024video.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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</a>
<a href="https://arxiv.org/abs/2412.21197">
<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">2024/12/13</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/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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<a href="https://openreview.net/forum?id=IJlbuSrXmk">
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<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">2024/12/10</p>
</li>
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<li class="essay-container title-large surface-variant on-surface-variant-text">
<div>
<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>
</div>
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhou2024fair.txt">
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<a href="https://arxiv.org/abs/2411.19623">
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</div>
<!--Main Contents-->
<h2 class="section-title display-medium on-background-text">Content</h2>
<div class="main-content">
<!--Put the main list here-->
<ul>
<li><h3 class="section-subtitle headline-medium on-background-text" id="main">Main</h3></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/SsnL/dataset-distillation">Dataset Distillation</a></p>
<p class="title-medium essay-author"><i>Tongzhou Wang et al., 2018</i></p>
</div>
<div class="button-group">
<a href="https://ssnl.github.io/dataset_distillation/">
<span class="essay-button surface">
<svg class="icon" xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="M480-80q-82 0-155-31.5t-127.5-86Q143-252 111.5-325T80-480q0-83 31.5-155.5t86-127Q252-817 325-848.5T480-880q83 0 155.5 31.5t127 86q54.5 54.5 86 127T880-480q0 82-31.5 155t-86 127.5q-54.5 54.5-127 86T480-80Zm0-82q26-36 45-75t31-83H404q12 44 31 83t45 75Zm-104-16q-18-33-31.5-68.5T322-320H204q29 50 72.5 87t99.5 55Zm208 0q56-18 99.5-55t72.5-87H638q-9 38-22.5 73.5T584-178ZM170-400h136q-3-20-4.5-39.5T300-480q0-21 1.5-40.5T306-560H170q-5 20-7.5 39.5T160-480q0 21 2.5 40.5T170-400Zm216 0h188q3-20 4.5-39.5T580-480q0-21-1.5-40.5T574-560H386q-3 20-4.5 39.5T380-480q0 21 1.5 40.5T386-400Zm268 0h136q5-20 7.5-39.5T800-480q0-21-2.5-40.5T790-560H654q3 20 4.5 39.5T660-480q0 21-1.5 40.5T654-400Zm-16-240h118q-29-50-72.5-87T584-782q18 33 31.5 68.5T638-640Zm-234 0h152q-12-44-31-83t-45-75q-26 36-45 75t-31 83Zm-200 0h118q9-38 22.5-73.5T376-782q-56 18-99.5 55T204-640Z"/></svg>
</span>
</a>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/wang2018datasetdistillation.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/1811.10959">
<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>
<h4 class="section-subtitle title-large on-background-text" id="early">Early Work</h4>
</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/HIPS/hypergrad">Gradient-Based Hyperparameter Optimization Through Reversible Learning</a></p>
<p class="title-medium essay-author"><i>Dougal Maclaurin et al., ICML 2015</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/maclaurin2015gradient.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/1502.03492">
<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>
<h4 class="section-subtitle title-large on-background-text" id="gradient">Gradient/Trajectory Matching Surrogate Objective</h4>
</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/VICO-UoE/DatasetCondensation">Dataset Condensation with Gradient Matching</a></p>
<p class="title-medium essay-author"><i>Bo Zhao et al., ICLR 2021</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhao2021datasetcondensation.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/2006.05929">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/VICO-UoE/DatasetCondensation">Dataset Condensation with Differentiable Siamese Augmentation</a></p>
<p class="title-medium essay-author"><i>Bo Zhao et al., ICML 2021</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhao2021differentiatble.txt">
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</span>
</a>
<a href="https://arxiv.org/abs/2102.08259">
<span class="essay-button surface">
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</span>
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</div>
</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/georgecazenavette/mtt-distillation">Dataset Distillation by Matching Training Trajectories</a></p>
<p class="title-medium essay-author"><i>George Cazenavette et al., CVPR 2022</i></p>
</div>
<div class="button-group">
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/cazenavette2022dataset.txt">
<span class="essay-button surface">
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</span>
</a>
<a href="https://arxiv.org/abs/2203.11932">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/saehyung-lee/dcc">Dataset Condensation with Contrastive Signals</a></p>
<p class="title-medium essay-author"><i>Saehyung Lee et al., ICML 2022</i></p>
</div>
<div class="button-group">
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/lee2022dataset.txt">
<span class="essay-button surface">
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</span>
</a>
<a href="https://arxiv.org/abs/2202.02916">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/SJShin-AI/LCMat">Loss-Curvature Matching for Dataset Selection and Condensation</a></p>
<p class="title-medium essay-author"><i>Seungjae Shin & Heesun Bae et al., AISTATS 2023</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/shin2023lcmat.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/2303.04449">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/AngusDujw/FTD-distillation">Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation</a></p>
<p class="title-medium essay-author"><i>Jiawei Du & Yidi Jiang et al., CVPR 2023</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/du2023minimizing.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/2211.11004">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/justincui03/tesla">Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory </a></p>
<p class="title-medium essay-author"><i>Justin Cui et al., ICML 2023</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/cui2022scaling.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/2211.10586">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/shqii1j/seqmatch">Sequential Subset Matching for Dataset Distillation</a></p>
<p class="title-medium essay-author"><i>Jiawei Du et al., NeurIPS 2023</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/du2023seqmatch.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/2311.01570">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/GzyAftermath/DATM">Towards Lossless Dataset Distillation via Difficulty-Aligned Trajectory Matching</a></p>
<p class="title-medium essay-author"><i>Ziyao Guo & Kai Wang et al., ICLR 2024</i></p>
</div>
<div class="button-group">
<a href="https://gzyaftermath.github.io/DATM/">
<span class="essay-button surface">
<svg class="icon" xmlns="http://www.w3.org/2000/svg" height="24" viewBox="0 -960 960 960" width="24"><path d="M480-80q-82 0-155-31.5t-127.5-86Q143-252 111.5-325T80-480q0-83 31.5-155.5t86-127Q252-817 325-848.5T480-880q83 0 155.5 31.5t127 86q54.5 54.5 86 127T880-480q0 82-31.5 155t-86 127.5q-54.5 54.5-127 86T480-80Zm0-82q26-36 45-75t31-83H404q12 44 31 83t45 75Zm-104-16q-18-33-31.5-68.5T322-320H204q29 50 72.5 87t99.5 55Zm208 0q56-18 99.5-55t72.5-87H638q-9 38-22.5 73.5T584-178ZM170-400h136q-3-20-4.5-39.5T300-480q0-21 1.5-40.5T306-560H170q-5 20-7.5 39.5T160-480q0 21 2.5 40.5T170-400Zm216 0h188q3-20 4.5-39.5T580-480q0-21-1.5-40.5T574-560H386q-3 20-4.5 39.5T380-480q0 21 1.5 40.5T386-400Zm268 0h136q5-20 7.5-39.5T800-480q0-21-2.5-40.5T790-560H654q3 20 4.5 39.5T660-480q0 21-1.5 40.5T654-400Zm-16-240h118q-29-50-72.5-87T584-782q18 33 31.5 68.5T638-640Zm-234 0h152q-12-44-31-83t-45-75q-26 36-45 75t-31 83Zm-200 0h118q9-38 22.5-73.5T376-782q-56 18-99.5 55T204-640Z"/></svg>
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</a>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/guo2024datm.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/2310.05773">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/Yongalls/SelMatch">SelMatch: Effectively Scaling Up Dataset Distillation via Selection-Based Initialization and Partial Updates by Trajectory Matching</a></p>
<p class="title-medium essay-author"><i>Yongmin Lee 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/lee2024selmatch.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/2406.18561">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/NiaLiu/ATT">Dataset Distillation by Automatic Training Trajectories</a></p>
<p class="title-medium essay-author"><i>Dai Liu 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/liu2024att.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/2407.14245">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/slyang2021/NSD">Neural Spectral Decomposition for Dataset Distillation</a></p>
<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>
</a>
<a href="https://arxiv.org/abs/2408.16236">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/NUS-HPC-AI-Lab/PAD">Prioritize Alignment in Dataset Distillation</a></p>
<p class="title-medium essay-author"><i>Zekai Li & Ziyao Guo 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/li2024pad.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/2408.03360">
<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>
<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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</span>
</a>
<a href="https://arxiv.org/abs/2410.17193">
<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>
<h4 class="section-subtitle title-large on-background-text" id="distribution">Distribution/Feature Matching Surrogate Objective</h4>
</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/kaiwang960112/cafe">CAFE: Learning to Condense Dataset by Aligning Features</a></p>
<p class="title-medium essay-author"><i>Kai Wang & Bo Zhao et al., CVPR 2022</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/wang2022cafe.txt">
<span class="essay-button surface">
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</span>
</a>
<a href="https://arxiv.org/abs/2203.01531">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/VICO-UoE/DatasetCondensation">Dataset Condensation with Distribution Matching</a></p>
<p class="title-medium essay-author"><i>Bo Zhao et al., WACV 2023</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhao2023distribution.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/2110.04181">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/uitrbn/IDM">Improved Distribution Matching for Dataset Condensation</a></p>
<p class="title-medium essay-author"><i>Ganlong Zhao et al., CVPR 2023</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhao2023idm.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/2307.09742">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/DataDistillation/DataDAM">DataDAM: Efficient Dataset Distillation with Attention Matching</a></p>
<p class="title-medium essay-author"><i>Ahmad Sajedi & Samir Khaki et al., ICCV 2023</i></p>
</div>
<div class="button-group">
<a href="https://datadistillation.github.io/DataDAM/">
<span class="essay-button surface">
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</a>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/sajedi2023datadam.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/2310.00093">
<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>
<p class="essay-content">Dataset Distillation via the Wasserstein Metric</p>
<p class="title-medium essay-author"><i>Haoyang Liu et al., 2023</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/liu2023wasserstein.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/2311.18531">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/Hansong-Zhang/M3D">M3D: Dataset Condensation by Minimizing Maximum Mean Discrepancy </a></p>
<p class="title-medium essay-author"><i>Hansong Zhang & Shikun Li et al., AAAI 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhang2024m3d.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/2312.15927">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/VincenDen/IID">Exploiting Inter-sample and Inter-feature Relations in Dataset Distillation</a></p>
<p class="title-medium essay-author"><i>Wenxiao Deng et al., CVPR 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/deng2024iid.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/2404.00563">
<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>
<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="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/Hansong-Zhang/DANCE">DANCE: Dual-View Distribution Alignment for Dataset Condensation</a></p>
<p class="title-medium essay-author"><i>Hansong Zhang et al., IJCAI 2024</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhang2024dance.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/2406.01063">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/Li-Hongcheng/DSDM">Diversified Semantic Distribution Matching for Dataset Distillation</a></p>
<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://dl.acm.org/doi/10.1145/3664647.3680900">
<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>
<h4 class="section-subtitle title-large on-background-text" id="kernel">Kernel-Based Distillation</h4>
</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/google/neural-tangents">Dataset Meta-Learning from Kernel Ridge-Regression</a></p>
<p class="title-medium essay-author"><i>Timothy Nguyen et al., ICLR 2021</i></p>
</div>
<div class="button-group">
<span class="placeholder"></span>
<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/nguyen2021kip.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/2011.00050">
<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>
<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/google/neural-tangents">Dataset Distillation with Infinitely Wide Convolutional Networks</a></p>
<p class="title-medium essay-author"><i>Timothy Nguyen et al., NeurIPS 2021</i></p>
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/nguyen2021kipimprovedresults.txt">
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<a href="https://arxiv.org/abs/2107.13034">
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<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/yongchao97/FRePo">Dataset Distillation using Neural Feature Regression</a></p>
<p class="title-medium essay-author"><i>Yongchao Zhou et al., NeurIPS 2022</i></p>
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<a href="https://sites.google.com/view/frepo">
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/zhou2022dataset.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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<a href="https://arxiv.org/abs/2206.00719">
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<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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<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/yolky/RFAD">Efficient Dataset Distillation using Random Feature Approximation</a></p>
<p class="title-medium essay-author"><i>Noel Loo et al., NeurIPS 2022</i></p>
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<a href="https://github.com/Guang000/Awesome-Dataset-Distillation/blob/main/citations/loo2022efficient.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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<a href="https://arxiv.org/abs/2210.12067">
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<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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<p class="essay-content"><a class="on-surface-variant-text" href="https://github.com/yolky/RCIG">Dataset Distillation with Convexified Implicit Gradients </a></p>
<p class="title-medium essay-author"><i>Noel Loo et al., ICML 2023</i></p>
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