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index_cn.html
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<!doctype html>
<html>
<head>
<meta charset='UTF-8'><meta name='viewport' content='width=device-width initial-scale=1'>
<link href='https://fonts.loli.net/css?family=Open+Sans:400italic,700italic,700,400&subset=latin,latin-ext' rel='stylesheet' type='text/css' /><style type='text/css'>html {overflow-x: initial !important;}:root { --bg-color:#ffffff; --text-color:#333333; --select-text-bg-color:#B5D6FC; --select-text-font-color:auto; --monospace:"Lucida Console",Consolas,"Courier",monospace; --title-bar-height:20px; }
.mac-os-11 { --title-bar-height:28px; }
html { font-size: 14px; background-color: var(--bg-color); color: var(--text-color); font-family: "Helvetica Neue", Helvetica, Arial, sans-serif; -webkit-font-smoothing: antialiased; }
body { margin: 0px; padding: 0px; height: auto; inset: 0px; font-size: 1rem; line-height: 1.42857; overflow-x: hidden; background: inherit; tab-size: 4; }
iframe { margin: auto; }
a.url { word-break: break-all; }
a:active, a:hover { outline: 0px; }
.in-text-selection, ::selection { text-shadow: none; background: var(--select-text-bg-color); color: var(--select-text-font-color); }
#write { margin: 0px auto; height: auto; width: inherit; word-break: normal; overflow-wrap: break-word; position: relative; white-space: normal; overflow-x: visible; padding-top: 36px; }
#write.first-line-indent p { text-indent: 2em; }
#write.first-line-indent li p, #write.first-line-indent p * { text-indent: 0px; }
#write.first-line-indent li { margin-left: 2em; }
.for-image #write { padding-left: 8px; padding-right: 8px; }
body.typora-export { padding-left: 30px; padding-right: 30px; }
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.typora-export .task-list-item input { pointer-events: none; }
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#write { padding-left: 20px; padding-right: 20px; }
}
#write li > figure:last-child { margin-bottom: 0.5rem; }
#write ol, #write ul { position: relative; }
img { max-width: 100%; vertical-align: middle; image-orientation: from-image; }
button, input, select, textarea { color: inherit; font: inherit; }
input[type="checkbox"], input[type="radio"] { line-height: normal; padding: 0px; }
*, ::after, ::before { box-sizing: border-box; }
#write h1, #write h2, #write h3, #write h4, #write h5, #write h6, #write p, #write pre { width: inherit; }
#write h1, #write h2, #write h3, #write h4, #write h5, #write h6, #write p { position: relative; }
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p { orphans: 4; }
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h2 { font-size: 1.8rem; }
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.md-math-block, .md-rawblock, h1, h2, h3, h4, h5, h6, p { margin-top: 1rem; margin-bottom: 1rem; }
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a { cursor: pointer; }
sup.md-footnote { padding: 2px 4px; background-color: rgba(238, 238, 238, 0.7); color: rgb(85, 85, 85); border-radius: 4px; cursor: pointer; }
sup.md-footnote a, sup.md-footnote a:hover { color: inherit; text-transform: inherit; text-decoration: inherit; }
#write input[type="checkbox"] { cursor: pointer; width: inherit; height: inherit; }
figure { overflow-x: auto; margin: 1.2em 0px; max-width: calc(100% + 16px); padding: 0px; }
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thead, tr { break-inside: avoid; break-after: auto; }
thead { display: table-header-group; }
table { border-collapse: collapse; border-spacing: 0px; width: 100%; overflow: auto; break-inside: auto; text-align: left; }
table.md-table td { min-width: 32px; }
.CodeMirror-gutters { border-right: 0px; background-color: inherit; }
.CodeMirror-linenumber { user-select: none; }
.CodeMirror { text-align: left; }
.CodeMirror-placeholder { opacity: 0.3; }
.CodeMirror pre { padding: 0px 4px; }
.CodeMirror-lines { padding: 0px; }
div.hr:focus { cursor: none; }
#write pre { white-space: pre-wrap; }
#write.fences-no-line-wrapping pre { white-space: pre; }
#write pre.ty-contain-cm { white-space: normal; }
.CodeMirror-gutters { margin-right: 4px; }
.md-fences { font-size: 0.9rem; display: block; break-inside: avoid; text-align: left; overflow: visible; white-space: pre; background: inherit; position: relative !important; }
.md-fences-adv-panel { width: 100%; margin-top: 10px; text-align: center; padding-top: 0px; padding-bottom: 8px; overflow-x: auto; }
#write .md-fences.mock-cm { white-space: pre-wrap; }
.md-fences.md-fences-with-lineno { padding-left: 0px; }
#write.fences-no-line-wrapping .md-fences.mock-cm { white-space: pre; overflow-x: auto; }
.md-fences.mock-cm.md-fences-with-lineno { padding-left: 8px; }
.CodeMirror-line, twitterwidget { break-inside: avoid; }
svg { break-inside: avoid; }
.footnotes { opacity: 0.8; font-size: 0.9rem; margin-top: 1em; margin-bottom: 1em; }
.footnotes + .footnotes { margin-top: 0px; }
.md-reset { margin: 0px; padding: 0px; border: 0px; outline: 0px; vertical-align: top; background: 0px 0px; text-decoration: none; text-shadow: none; float: none; position: static; width: auto; height: auto; white-space: nowrap; cursor: inherit; -webkit-tap-highlight-color: transparent; line-height: normal; font-weight: 400; text-align: left; box-sizing: content-box; direction: ltr; }
li div { padding-top: 0px; }
blockquote { margin: 1rem 0px; }
li .mathjax-block, li p { margin: 0.5rem 0px; }
li blockquote { margin: 1rem 0px; }
li { margin: 0px; position: relative; }
blockquote > :last-child { margin-bottom: 0px; }
blockquote > :first-child, li > :first-child { margin-top: 0px; }
.footnotes-area { color: rgb(136, 136, 136); margin-top: 0.714rem; padding-bottom: 0.143rem; white-space: normal; }
#write .footnote-line { white-space: pre-wrap; }
@media print {
body, html { border: 1px solid transparent; height: 99%; break-after: avoid; break-before: avoid; font-variant-ligatures: no-common-ligatures; }
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pre.md-meta-block { font-size: 0.8rem; min-height: 0.8rem; white-space: pre-wrap; background: rgb(204, 204, 204); display: block; overflow-x: hidden; }
p > .md-image:only-child:not(.md-img-error) img, p > img:only-child { display: block; margin: auto; }
#write.first-line-indent p > .md-image:only-child:not(.md-img-error) img { left: -2em; position: relative; }
p > .md-image:only-child { display: inline-block; width: 100%; }
#write .MathJax_Display { margin: 0.8em 0px 0px; }
.md-math-block { width: 100%; }
.md-math-block:not(:empty)::after { display: none; }
.MathJax_ref { fill: currentcolor; }
[contenteditable="true"]:active, [contenteditable="true"]:focus, [contenteditable="false"]:active, [contenteditable="false"]:focus { outline: 0px; box-shadow: none; }
.md-task-list-item { position: relative; list-style-type: none; }
.task-list-item.md-task-list-item { padding-left: 0px; }
.md-task-list-item > input { position: absolute; top: 0px; left: 0px; margin-left: -1.2em; margin-top: calc(1em - 10px); border: none; }
.math { font-size: 1rem; }
.md-toc { min-height: 3.58rem; position: relative; font-size: 0.9rem; border-radius: 10px; }
.md-toc-content { position: relative; margin-left: 0px; }
.md-toc-content::after, .md-toc::after { display: none; }
.md-toc-item { display: block; color: rgb(65, 131, 196); }
.md-toc-item a { text-decoration: none; }
.md-toc-inner:hover { text-decoration: underline; }
.md-toc-inner { display: inline-block; cursor: pointer; }
.md-toc-h1 .md-toc-inner { margin-left: 0px; font-weight: 700; }
.md-toc-h2 .md-toc-inner { margin-left: 2em; }
.md-toc-h3 .md-toc-inner { margin-left: 4em; }
.md-toc-h4 .md-toc-inner { margin-left: 6em; }
.md-toc-h5 .md-toc-inner { margin-left: 8em; }
.md-toc-h6 .md-toc-inner { margin-left: 10em; }
@media screen and (max-width: 48em) {
.md-toc-h3 .md-toc-inner { margin-left: 3.5em; }
.md-toc-h4 .md-toc-inner { margin-left: 5em; }
.md-toc-h5 .md-toc-inner { margin-left: 6.5em; }
.md-toc-h6 .md-toc-inner { margin-left: 8em; }
}
a.md-toc-inner { font-size: inherit; font-style: inherit; font-weight: inherit; line-height: inherit; }
.footnote-line a:not(.reversefootnote) { color: inherit; }
.reversefootnote { font-family: ui-monospace, sans-serif; }
.md-attr { display: none; }
.md-fn-count::after { content: "."; }
code, pre, samp, tt { font-family: var(--monospace); }
kbd { margin: 0px 0.1em; padding: 0.1em 0.6em; font-size: 0.8em; color: rgb(36, 39, 41); background: rgb(255, 255, 255); border: 1px solid rgb(173, 179, 185); border-radius: 3px; box-shadow: rgba(12, 13, 14, 0.2) 0px 1px 0px, rgb(255, 255, 255) 0px 0px 0px 2px inset; white-space: nowrap; vertical-align: middle; }
.md-comment { color: rgb(162, 127, 3); opacity: 0.6; font-family: var(--monospace); }
code { text-align: left; vertical-align: initial; }
a.md-print-anchor { white-space: pre !important; border-width: initial !important; border-style: none !important; border-color: initial !important; display: inline-block !important; position: absolute !important; width: 1px !important; right: 0px !important; outline: 0px !important; background: 0px 0px !important; text-decoration: initial !important; text-shadow: initial !important; }
.os-windows.monocolor-emoji .md-emoji { font-family: "Segoe UI Symbol", sans-serif; }
.md-diagram-panel > svg { max-width: 100%; }
[lang="flow"] svg, [lang="mermaid"] svg { max-width: 100%; height: auto; }
[lang="mermaid"] .node text { font-size: 1rem; }
table tr th { border-bottom: 0px; }
video { max-width: 100%; display: block; margin: 0px auto; }
iframe { max-width: 100%; width: 100%; border: none; }
.highlight td, .highlight tr { border: 0px; }
mark { background: rgb(255, 255, 0); color: rgb(0, 0, 0); }
.md-html-inline .md-plain, .md-html-inline strong, mark .md-inline-math, mark strong { color: inherit; }
.md-expand mark .md-meta { opacity: 0.3 !important; }
mark .md-meta { color: rgb(0, 0, 0); }
@media print {
.typora-export h1, .typora-export h2, .typora-export h3, .typora-export h4, .typora-export h5, .typora-export h6 { break-inside: avoid; }
}
.md-diagram-panel .messageText { stroke: none !important; }
.md-diagram-panel .start-state { fill: var(--node-fill); }
.md-diagram-panel .edgeLabel rect { opacity: 1 !important; }
.md-fences.md-fences-math { font-size: 1em; }
.md-fences-advanced:not(.md-focus) { padding: 0px; white-space: nowrap; border: 0px; }
.md-fences-advanced:not(.md-focus) { background: inherit; }
.typora-export-show-outline .typora-export-content { max-width: 1440px; margin: auto; display: flex; flex-direction: row; }
.typora-export-sidebar { width: 300px; font-size: 0.8rem; margin-top: 80px; margin-right: 18px; }
.typora-export-show-outline #write { --webkit-flex:2; flex: 2 1 0%; }
.typora-export-sidebar .outline-content { position: fixed; top: 0px; max-height: 100%; overflow: hidden auto; padding-bottom: 30px; padding-top: 60px; width: 300px; }
@media screen and (max-width: 1024px) {
.typora-export-sidebar, .typora-export-sidebar .outline-content { width: 240px; }
}
@media screen and (max-width: 800px) {
.typora-export-sidebar { display: none; }
}
.outline-content li, .outline-content ul { margin-left: 0px; margin-right: 0px; padding-left: 0px; padding-right: 0px; list-style: none; }
.outline-content ul { margin-top: 0px; margin-bottom: 0px; }
.outline-content strong { font-weight: 400; }
.outline-expander { width: 1rem; height: 1.42857rem; position: relative; display: table-cell; vertical-align: middle; cursor: pointer; padding-left: 4px; }
.outline-expander::before { content: ""; position: relative; font-family: Ionicons; display: inline-block; font-size: 8px; vertical-align: middle; }
.outline-item { padding-top: 3px; padding-bottom: 3px; cursor: pointer; }
.outline-expander:hover::before { content: ""; }
.outline-h1 > .outline-item { padding-left: 0px; }
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.outline-h3 > .outline-item { padding-left: 2em; }
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.outline-label { cursor: pointer; display: table-cell; vertical-align: middle; text-decoration: none; color: inherit; }
.outline-label:hover { text-decoration: underline; }
.outline-item:hover { border-color: rgb(245, 245, 245); background-color: var(--item-hover-bg-color); }
.outline-item:hover { margin-left: -28px; margin-right: -28px; border-left: 28px solid transparent; border-right: 28px solid transparent; }
.outline-item-single .outline-expander::before, .outline-item-single .outline-expander:hover::before { display: none; }
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.typora-export-no-collapse-outline .outline-expander::before { content: "" !important; }
.typora-export-show-outline .outline-item-active > .outline-item .outline-label { font-weight: 700; }
.md-inline-math-container mjx-container { zoom: 0.95; }
mjx-container { break-inside: avoid; }
:root {
--side-bar-bg-color: #fafafa;
--control-text-color: #777;
}
@include-when-export url(https://fonts.loli.net/css?family=Open+Sans:400italic,700italic,700,400&subset=latin,latin-ext);
/* open-sans-regular - latin-ext_latin */
/* open-sans-italic - latin-ext_latin */
/* open-sans-700 - latin-ext_latin */
/* open-sans-700italic - latin-ext_latin */
html {
font-size: 16px;
-webkit-font-smoothing: antialiased;
}
body {
font-family: "Open Sans","Clear Sans", "Helvetica Neue", Helvetica, Arial, 'Segoe UI Emoji', sans-serif;
color: rgb(51, 51, 51);
line-height: 1.6;
}
#write {
max-width: 860px;
margin: 0 auto;
padding: 30px;
padding-bottom: 100px;
}
@media only screen and (min-width: 1400px) {
#write {
max-width: 1024px;
}
}
@media only screen and (min-width: 1800px) {
#write {
max-width: 1200px;
}
}
#write > ul:first-child,
#write > ol:first-child{
margin-top: 30px;
}
a {
color: #4183C4;
}
h1,
h2,
h3,
h4,
h5,
h6 {
position: relative;
margin-top: 1rem;
margin-bottom: 1rem;
font-weight: bold;
line-height: 1.4;
cursor: text;
}
h1:hover a.anchor,
h2:hover a.anchor,
h3:hover a.anchor,
h4:hover a.anchor,
h5:hover a.anchor,
h6:hover a.anchor {
text-decoration: none;
}
h1 tt,
h1 code {
font-size: inherit;
}
h2 tt,
h2 code {
font-size: inherit;
}
h3 tt,
h3 code {
font-size: inherit;
}
h4 tt,
h4 code {
font-size: inherit;
}
h5 tt,
h5 code {
font-size: inherit;
}
h6 tt,
h6 code {
font-size: inherit;
}
h1 {
font-size: 2.25em;
line-height: 1.2;
border-bottom: 1px solid #eee;
}
h2 {
font-size: 1.75em;
line-height: 1.225;
border-bottom: 1px solid #eee;
}
/*@media print {
.typora-export h1,
.typora-export h2 {
border-bottom: none;
padding-bottom: initial;
}
.typora-export h1::after,
.typora-export h2::after {
content: "";
display: block;
height: 100px;
margin-top: -96px;
border-top: 1px solid #eee;
}
}*/
h3 {
font-size: 1.5em;
line-height: 1.43;
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<div id='write' class=''><h1 id='危夷晨'><strong><span>危夷晨</span></strong></h1><p><img src="./yichen_portrait.jpg" alt="drawing" width="300px" align="left"/><span> </span></p><p><br clear="all" /></p><!--- do not know how to resize the image --->
<!---  ---><p><!--- comment ---><span> </span></p><p><span>switch to </span><a href='index.html'><span>English homepage</span></a><span>。</span></p><h4 id='数坤科技研发副总裁'><strong><span>数坤科技研发副总裁</span></strong></h4><p><span>电子邮件: weiyichen at shukun.net</span></p><p><span>我于2021年11月加入</span><a href='https://www.shukun.net/'><span>数坤科技</span></a><span>。在此之前，我在</span><a href='https://megvii.com/'><span>旷视科技</span></a><span>任上海研究院院长3年，在</span><a href='https://www.msra.cn/'><span>微软亚洲研究院</span></a><span>视觉计算组工作了12年。我于2006年在香港科技大学获得博士学位，于2001年在北京大学获得学士学位。</span></p><p><span>我的研究方向为深度学习和计算机视觉。</span></p><p><span>我的</span><a href='https://scholar.google.com/citations?hl=en&pli=1&user=O7A6nYMAAAAJ'><span>谷歌学术</span></a><span>引用数约为23,000, h指数为48。</span></p><p><span>我在微软期间的研究工作成功转化到微软的产品，包括</span><a href='https://ieeexplore.ieee.org/document/5742015/'><span>Kinect 身份识别</span></a><span>, </span><a href='https://www.youtube.com/watch?v=1AsoSnOmhvU'><span>Windows Hello</span></a><span>, </span><a href='https://azure.microsoft.com/en-us/services/cognitive-services/'><span>微软认知服务</span></a><span>, 必应, Office, and 微软小冰, 等等。</span></p><h5 id='动态'><span>动态</span></h5><ul><li><span>2022年3月, 我在机器之心AI科技年会上作了主题为“AI在医疗影像的应用和探索”的</span><a href='https://www.bilibili.com/video/BV11u411v7CZ/?spm_id_from=333.999.0.0'><span>宣讲</span></a><span>.</span></li><li><span>2019年11月，我在将门创投进行了一个技术</span><a href='https://www.bilibili.com/video/av77388408'><span>宣讲</span></a><span> ，主题为 "不确定性估计在计算机视觉中的应用"。</span></li><li><span>2019年4月，我们关于</span><a href='https://arxiv.org/abs/1904.00420'><span>AutoML</span></a><span>的工作获得一些公众报道（</span><a href='https://mp.weixin.qq.com/s/Dmml7DrujXnOAEhU7vugmw'><span>新智元</span></a><span>, </span><a href='https://mp.weixin.qq.com/s/0_zFoMUh-4s8BKl2rSzmig'><span>机器之心</span></a><span>, </span><a href='https://mp.weixin.qq.com/s/pCsZi7INorI0HN7o5zf1Bw'><span>量子位</span></a><span>, ...）。</span></li><li><span>2019年1月, 我接受了"数据科学50人" 栏目的</span><a href='https://new.qq.com/omn/20190110/20190110A0G9OG.html'><span>采访</span></a><span>。</span></li><li><span>2019年7月，我接受了新智元的</span><a href='https://baijiahao.baidu.com/s?id=1607139006385580393&wfr=spider&for=pc'><span>采访</span></a><span>。</span></li></ul><h5 id='代表性研究工作'><span>代表性研究工作</span></h5><ul><li><a href='https://arxiv.org/abs/1703.06211'><span>Deformable Convolutional Networks</span></a><span> ranks </span><a href='https://www.paperdigest.org/2023/01/most-influential-iccv-papers-2023-01/'><span>6th of the most influential papers in ICCV 2017</span></a><span> and won 3rd place in object detection task of </span><a href='https://places-coco2017.github.io/#winners'><span>COCO Challenge 2017</span></a><span>.</span></li><li><a href='https://arxiv.org/abs/1904.00420'><span>Single path one-shot neural architecture search with uniform sampling</span></a><span> ranks </span><a href='https://www.paperdigest.org/2023/01/most-influential-eccv-papers-2023-01/'><span>9th of the most influential papers in ECCV 2020</span></a><span>.</span></li><li><a href='https://arxiv.org/abs/1804.06208'><span>Simple Baselines For Human Pose Estimation And Tracking</span></a><span> ranks </span><a href='https://www.paperdigest.org/2023/01/most-influential-eccv-papers-2023-01/'><span>12th of the most influential papers in ECCV 2018</span></a><span>, won 1st place in the </span><a href='https://posetrack.net/workshops/eccv2018/posetrack_eccv_2018_results.html'><span>PoseTrack2018 Multi-person Pose Tracking Challenge</span></a><span> and 2nd place of </span><a href='http://cocodataset.org/#keypoints-leaderboard'><span>keypoint detection task of COCO 2018</span></a><span>.</span></li><li><a href='https://yichenwei.github.io/publications/CVPR12_FaceAlignment.pdf'><span>Face Alignment by Explicit Shape Regression</span></a><span> ranks </span><a href='https://www.paperdigest.org/2023/01/most-influential-cvpr-papers-2023-01/'><span>12th of the most influential papers in CVPR 2012</span></a><span>.</span></li><li><a href='https://yichenwei.github.io/publications/CVPR14_SaliencyOptimization.pdf'><span>Saliency Optimization from Robust Background Detection</span></a><span> ranks </span><a href='https://www.paperdigest.org/2023/01/most-influential-cvpr-papers-2023-01/'><span>14th of the most influential papers in CVPR 2014</span></a><span>.</span></li><li><a href='https://arxiv.org/abs/1901.00148'><span>Rethinking on Multi-Stage Networks for Human Pose Estimation</span></a><span> won 1st place in </span><a href='http://cocodataset.org/index.htm#keypoints-2019'><span>keypoint detection</span></a><span> task of </span><a href='http://cocodataset.org/workshop/coco-mapillary-iccv-2019.html'><span>COCO and Mapillary Challenge 2019</span></a><span>.</span></li><li><a href='https://arxiv.org/abs/1611.07709'><span>Fully Convolutional Instance-aware Semantic Segmentation</span></a><span> won 1st place in object segmentation task of </span><a href='http://image-net.org/challenges/ilsvrc+coco2016'><span>COCO Challenge 2016</span></a><span>.</span></li><li><a href='http://openaccess.thecvf.com/content_ECCV_2018/papers/Xiao_Sun_Integral_Human_Pose_ECCV_2018_paper.pdf'><span>Integral Human Pose Regression</span></a><span> won the 2nd place of </span><a href='http://vision.imar.ro/human3.6m/ranking.php'><span>ECCV 2018 3D Human Pose Estimation Challenge</span></a><span>.</span></li></ul><h5 id='发表论文按时间顺序）'><a href='publications.html'><span>发表论文（按时间顺序）</span></a></h5><h5 id='发表论文按主题顺序）'><a href='publications_in_topic.html'><span>发表论文（按主题顺序）</span></a></h5><p><span>最近修改于: 2023年3月9日</span></p></div></div>
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