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Guanya ShiGuanya Shi
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leverb
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publications.html

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<table width="880" border="0" align="center" cellspacing="0" cellpadding="0">
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<img src='publications/2025_LeVERB.gif' width="90%">
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<papertitle>LeVERB: Humanoid Whole-Body Control with Latent Vision-Language Instruction</papertitle>
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<br>
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Haoru Xue, Xiaoyu Huang, Dantong Niu, Qiayuan Liao, Thomas Kragerud, Jan Tommy Gravdahl, Xue Bin Peng, Guanya Shi, Trevor Darrell, Koushil Screenath, Shankar Sastry
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<br>
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<a href="https://arxiv.org/abs/2506.13751" target="_blank"><i class="far fa-file"></i> paper</a> &nbsp
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<a href="https://ember-lab-berkeley.github.io/LeVERB-Website/" target="_blank"><i class="fas fa-globe"></i> website</a> &nbsp
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<a href="https://huggingface.co/datasets/ember-lab-berkeley/LeVERB-Bench-Dataset" target="_blank"><i class="fas fa-database"></i> dataset</a>
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<p style="margin-top: 5px"><i class="fas fa-comment-dots"></i> TL;DR: LeVERB is a whole-body humanoid VLA, via learning an expressive and executable latent action vocabulary to bridge system 1 and system 2.
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publications/2025_LeVERB.gif

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