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<!DOCTYPE HTML>
<html lang="en"><head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8">
<title>Yake Wei</title>
<meta name="author" content="Jon Barron">
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" type="text/css" href="stylesheet.css">
<link rel="icon" href="images/favicon.ico">
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<body>
<table style="width:100%;max-width:800px;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
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<p style="text-align:center">
<name>Yake Wei (卫雅珂)</name>
</p>
<p>I am a second year PhD student at <a href="http://ai.ruc.edu.cn/">Gaoling School of Artificial Intelligence</a>, Renmin University of China. I am advised by <a href="https://dtaoo.github.io/">Prof. Di Hu</a>. Now my research interests focus on multi-modal learning.
</p>
<p>I received my bachelor's degree in Computer Science and Technology from <a href="https://www.uestc.edu.cn/">University of Electronic Science and Technology of China</a> in 2021.
</p>
<p style="text-align:center">
<a href="mailto:yakewei@ruc.edu.cn">Email</a>  / 
<!--
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<a href="https://github.com/echo0409/">Github</a>
</p>
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<td style="padding:2.5%;width:30%;max-width:30%">
<a href="images/yake.jpg"><img style="width:100%;max-width:100%" alt="profile photo" src="images/yake.jpg" class="hoverZoomLink"></a>
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<heading>News</heading>
<p>
<strong>[2022-08]</strong> We wrote an article about recent advances in audio-visual learning! <a href="https://gewu-lab.github.io/audio-visual-learning/">[website]</a>
</p>
<p>
<strong>[2022-05]</strong> Gave a talk @ <a href="https://2022.baai.ac.cn/">2022 BAAI Conference</a> . Please find slides <a href="https://zenodo.org/record/6597495/files/2022%E6%99%BA%E6%BA%90%E5%A4%A7%E4%BC%9A-%E5%8D%AB%E9%9B%85%E7%8F%82.pdf?download=1">here</a>!
</p>
<strong>[2022-03]</strong> Two papers accepted by CVPR 2022, thanks to all co-authors!
</p>
<p>
<strong>[2021-12]</strong> One paper accepted by TPAMI, thanks to all co-authors!
</p>
<p>
<strong>[2021-06]</strong> Graduate from University of Electronic Science and Technology of China!
</p>
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<heading>Services</heading>
<p>
<strong>Conference Reviewer:</strong> CVPR 2022-2023, ECCV 2022, AAAI 2023
</p>
<p>
<strong>Journal Reviewer:</strong> TMM
</p>
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<table style="width:100%;border:0px;border-spacing:0px;border-collapse:separate;margin-right:auto;margin-left:auto;"><tbody>
<heading style="padding:20px">Preprint</heading>
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<img src="images/survey.jpg" alt="clean-usnob" width="320" height="160">
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<papertitle>Learning in Audio-visual Context: A Review, Analysis, and New Perspective</papertitle>
<br>
<br>
<strong>Yake Wei</strong>, <a href="https://dtaoo.github.io">Di Hu</a>, <a href="https://yapengtian.org/">Yapeng Tian</a>, <a href="https://scholar.google.com/citations?user=ahUibskAAAAJ&hl=zh-CN">Xuelong Li</a>
<br>
<br>
<em>Under review</em>
<br>
<a href="https://arxiv.org/abs/2208.09579">arXiv</a> / <a href="https://gewu-lab.github.io/audio-visual-learning/">website</a> / <a href="https://gewu-lab.github.io/awesome-audiovisual-learning/">awesome list</a>
<br>
<p>A systematical survey about the audio-visual learning field.</p>
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<heading style="padding:20px">Publications</heading>(* equal contribution)
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<img src="images/balance2022.jpg" alt="clean-usnob" width="320" height="160">
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<papertitle>Balanced Multimodal Learning via On-the-fly Gradient Modulation</papertitle>
<br>
<br>
Xiaokang Peng*, <strong>Yake Wei*</strong>, <a href="https://antony0621.github.io/">Andong Deng</a>, Dong Wang, <a href="https://dtaoo.github.io">Di Hu</a>
<br>
<br>
<em>CVPR</em>, 2022   <font color="red"><strong>(Oral Presentation)</strong></font>
<br>
<a href="https://arxiv.org/pdf/2203.15332.pdf">arXiv</a> / <a href="https://github.com/GeWu-Lab/OGM-GE_CVPR2022">code
</a>
<br>
<p>Alleviate optimization imbalance in multi-modal learning via on-the-fly gradient modulation.</p>
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<img src="images/avqa2022.jpg" alt="clean-usnob" width="320" height="160">
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<papertitle>Learning to Answer Questions in Dynamic Audio-Visual Scenarios</papertitle>
<br>
<br>
<a href="https://ayameyao.github.io/">Guangyao Li*</a>, <strong>Yake Wei*</strong>, <a href="https://yapengtian.org/">Yapeng Tian*</a>, <a href="https://www.cs.rochester.edu/~cxu22/">Chenliang Xu</a>, <a href="https://scholar.google.com/citations?user=tbxCHJgAAAAJ">Ji-Rong Wen</a>, <a href="https://dtaoo.github.io">Di Hu</a>
<br>
<br>
<em>CVPR</em>, 2022   <font color="red"><strong>(Oral Presentation)</strong></font>
<br>
<a href="https://arxiv.org/pdf/2203.14072.pdf">arXiv</a> / <a href="https://gewu-lab.github.io/MUSIC-AVQA/">project page
</a>
<br>
<p>Audio-Visual Question Answering and propose MUSIC-AVQA dataset.</p>
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<img src="images/pami2021.jpg" alt="clean-usnob" width="320" height="160">
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<td width="75%" valign="middle">
<papertitle>Class-aware Sounding Objects Localization via Audiovisual Correspondence</papertitle>
<br>
<br>
<a href="https://dtaoo.github.io">Di Hu</a>, <strong>Yake Wei</strong>, <a href="https://shvdiwnkozbw.github.io/">Rui Qian</a>, <a href="https://weiyaolin.github.io/">Weiyao Lin</a>, <a href="https://scholar.google.com/citations?user=v5LctN8AAAAJ&hl">Ruihua Song</a>, <a href="https://scholar.google.com/citations?user=tbxCHJgAAAAJ">Ji-Rong Wen</a>
<br>
<br>
<em>TPAMI</em>
<br>
<a href="https://arxiv.org/pdf/2112.11749.pdf">arXiv</a> / <a href="https://gewu-lab.github.io/CSOL_TPAMI2021/">project page
</a>
<br>
<p>Discriminative sounding objects localization.</p>
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<p font-size:small;>
<br>
<br>
<div style="float:left;">
Updated at Jan. 2023
</div>
<div style="float:right;">
Thanks <a href="https://jonbarron.info">Jon Barron</a> for this amazing template.
</div>
<br>
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