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Added new papers, news, fixed some formatting
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andreykurenkov committed Jun 24, 2019
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2 changes: 1 addition & 1 deletion .deploy
Submodule .deploy updated from 81ac67 to d74995
19 changes: 5 additions & 14 deletions _includes/navigation.html
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<!-- Brandbar snippet end -->

<!-- Navigation -->
<nav class="navbar navbar-default" role="navigation">
<nav class="navbar navbar-default navbar-static-top" role="navigation">
<div class="container">
<!-- Brand and toggle get grouped for better mobile display -->
<div class="navbar-header">
<button type="button" class="navbar-toggle" data-toggle="collapse" data-target="#bs-example-navbar-collapse-1">
<button type="button" class="navbar-toggle" data-toggle="collapse" data-target="#navbar-collapse-1">
<span class="sr-only">Toggle navigation</span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
Expand All @@ -22,22 +22,13 @@
<a class="navbar-brand" href="#">Stanford People, AI & Robots Group</a>
</div>
<!-- Collect the nav links, forms, and other content for toggling -->
<div class="collapse navbar-collapse" id="bs-example-navbar-collapse-1">
<div class="collapse navbar-collapse" id="navbar-collapse-1">
<ul class="nav navbar-nav navbar-right">
<li><a href="/">Home</a></li>
<li><a href="/people">People</a></li>
<li><a href="/robots">Robots</a></li>
<!-- <li class="dropdown">
<a href="#" class="dropdown-toggle" data-toggle="dropdown">Projects <b class="caret"></b></a>
<ul class="dropdown-menu">
<li class="dropdown-item"><a href="projects/hand_hygiene/">Hand Hygiene</a></li>
<li class="dropdown-item"><a href="projects/senior_care/">Senior Well-Being</a></li>
<li class="dropdown-item"><a href="projects/icu/">ICU Clinical Pathway Support</a></li>
<li class="dropdown-item"><a href="projects/surgical_support">Surgical Support</a></li>
</ul>
</li> -->
<li><a href="/publications">Publications</a></li>
<li><a href="/join">Join Us</a></li>
<li><a href="/publications">Publications</a></li>
<li><a href="/join">Join Us</a></li>
</ul>
</div>
<!-- /.navbar-collapse -->
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2 changes: 1 addition & 1 deletion _layouts/base.html
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{% include navigation.html %}

{{ content }}

{% include footer.html %}
{% include scripts.html %}
</body>
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17 changes: 11 additions & 6 deletions assets/css/modern-business.css
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Expand Up @@ -17,7 +17,6 @@ body {
}

body {
padding-top: 50px; /* Required padding for .navbar-fixed-top. Remove if using .navbar-static-top. Change if height of navigation changes. */
font-family: 'Roboto', sans-serif;
}

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opacity: 0;
}



.navbar {
background-color: #f2f1eb;
margin-bottom: 0;
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line-height: 25px;
}

@media (max-width: 767px) {
.navbar-default .navbar-brand {
font-size: 16px;
}
}


.navbar-default .navbar-text {
color: #2e2d29;
font-weight: 200;
Expand All @@ -158,18 +162,19 @@ a:hover {
font-weight: 400;
font-size: 16px;
line-height: 25px;
background-color: #f2f1eb;
}

.navbar-default .navbar-nav > li > a:hover,
.navbar-default .navbar-nav > li > a:focus {
color: #8C1515;
background-color: transparent;
background-color: #f2f1eb;
}

.navbar-default .navbar-brand:hover,
.navbar-default .navbar-brand:focus {
color: #8C1515;
background-color: transparent;
background-color: #f2f1eb;
}

.nav-tabs > li.active > a,
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/* Responsive Styles */

@media (max-width: 991px) {
@media (max-width: 767px) {
.customer-img,
.img-related {
margin-bottom: 30px;
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130 changes: 59 additions & 71 deletions index.md
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Expand Up @@ -4,8 +4,8 @@ title: Home
about: "PAIR website"
---

<!-- Page Content -->
<div class="container-fluid">
<div class="container">
<!-- Page Content -->
<div class="container">
<div class="row mar-top-20">
<div class="col-md-6 img-portfolio">
Expand All @@ -27,80 +27,68 @@ about: "PAIR website"
</div>
</div>
</div>
</div>

<div class="container">
<!-- Portfolio Section -->
<div class="row">
<div class="col-lg-12">
<h2 class="page-header">News</h2>
<ul class="news-list">
<li>We released <a href="https://sites.google.com/view/densefusion">our new paper</a> on 6D pose estimation from RGB-D data.</li>
<li>We released <a href="https://sites.google.com/view/visionandtouch">our new paper</a> on learning multimodal representations for robot manipulation.</li>
<li>Two papers from PAIR are accepted at <a href="http://www.robot-learning.org/">CoRL 2018</a>.</li>
<li>We have released <a href="publications">our new paper</a> on one-shot visual imitation with neural task graphs.</li>
</ul>
</div>
</div>
</div>

<div class="container">
<!-- Portfolio Section -->
<div class="row">
<div class="col-lg-12">
<h2 class="page-header">Project Highlights</h2>
</div>
<div class="col-md-4 mar-bot-25">
<a href="https://sites.google.com/view/densefusion">
<img class="img-responsive img-hover" src="./img/project_thumbs/750x400/6dof_pose.png" alt="">
</a>
</div>
<div class="col-md-4 mar-bot-25">
<a href="https://sites.google.com/view/visionandtouch">
<img class="img-responsive img-hover" src="./img/project_thumbs/750x400/multimodal.png" alt="">
</a>
</div>
<div class="col-md-4 mar-bot-25">
<a href="http://roboturk.stanford.edu">
<img class="img-responsive img-hover" src="./img/project_thumbs/750x400/roboturk.png" alt="">
</a>
</div>
<div class="col-md-4 mar-bot-25">
<a href="http://surreal.stanford.edu">
<img class="img-responsive img-hover" src="./img/project_thumbs/750x400/surreal.png" alt="">
</a>
</div>
<div class="col-md-4 mar-bot-25">
<a href="https://sites.google.com/view/task-oriented-grasp">
<img class="img-responsive img-hover" src="./img/project_thumbs/750x400/task_oriented_grasping.png" alt="">
</a>
</div>
<br>
<div class="col-md-4 mar-bot-25">
<a href="https://stanfordvl.github.io/ntp/">
<img class="img-responsive img-hover" src="./img/project_thumbs/750x400/neural_task_programming.png" alt="">
</a>
</div>
<div class="container">
<!-- Portfolio Section -->
<div class="row">
<div class="col-lg-12">
<h2 class="page-header">News</h2>
<ul class="news-list">
<li>Our <a href="https://sites.google.com/view/visionandtouch">ICRA paper</a> on learning multimodal representations for robot manipulation won the Best Paper award.</li>
<img class="img-responsive" style="width:50%" src="{{ site.url }}/img/news/award.jpg" alt="">
<li>We released <a href="https://sites.google.com/view/densefusion">our new paper</a> on 6D pose estimation from RGB-D data.</li>
<li>Two papers from PAIR are accepted at <a href="http://www.robot-learning.org/">CoRL 2018</a>.</li>
<li>We have released <a href="publications">our new paper</a> on one-shot visual imitation with neural task graphs.</li>
</ul>
</div>
</div>
</div>


<!-- /.row -->
<div class="container">
<!-- Portfolio Section -->
<div class="row">
<div class="col-lg-12">
<h2 class="page-header">Project Highlights</h2>
</div>
<div class="col-md-4 mar-bot-25">
<a href="https://sites.google.com/view/densefusion">
<img class="img-responsive img-hover" src="./img/project_thumbs/750x400/6dof_pose.png" alt="">
</a>
</div>
<div class="col-md-4 mar-bot-25">
<a href="https://sites.google.com/view/visionandtouch">
<img class="img-responsive img-hover" src="./img/project_thumbs/750x400/multimodal.png" alt="">
</a>
</div>
<div class="col-md-4 mar-bot-25">
<a href="http://roboturk.stanford.edu">
<img class="img-responsive img-hover" src="./img/project_thumbs/750x400/roboturk.png" alt="">
</a>
</div>
<div class="col-md-4 mar-bot-25">
<a href="http://surreal.stanford.edu">
<img class="img-responsive img-hover" src="./img/project_thumbs/750x400/surreal.png" alt="">
</a>
</div>
<div class="col-md-4 mar-bot-25">
<a href="https://sites.google.com/view/task-oriented-grasp">
<img class="img-responsive img-hover" src="./img/project_thumbs/750x400/task_oriented_grasping.png" alt="">
</a>
</div>
<br>
<div class="col-md-4 mar-bot-25">
<a href="https://stanfordvl.github.io/ntp/">
<img class="img-responsive img-hover" src="./img/project_thumbs/750x400/neural_task_programming.png" alt="">
</a>
</div>
</div>


<hr>
<!-- /.row -->

<!-- Call to Action Section -->
<!-- <div class="well">
<div class="row">
<div class="col-md-8">
<p>We are actively pursuing several clinical and artificial intelligence projects across the entire healthcare system.
We focus both on clinical outcomes, health improvements, and academic insights.</p>
</div>
<div class="col-md-4">
<a class="btn btn-lg btn-default btn-block" href="projects/index.php">See our projects &nbsp;<i class="fa fa-caret-right" aria-hidden="true"></i></a>
</div>
</div>
</div> -->
<hr>

</div>
</div>
<!-- /.container -->
</div>
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title: "Mechanical Search: Multi-Step Retrieval of a Target Object Occluded by Clutter"
authors: "Michael Danielczuk, Andrey Kurenkov, Ashwin Balakrishna, Matthew Matl, David Wang, Roberto Martin-Martin, Animesh Garg, Silvio Savarese, Ken Goldberg"
pub_info_name: "IEEE International Conference on Robotics and Automation (ICRA)"
pub_info_date: September 2018
pub_info_date: May 2019
excerpt: text text text
images:
thumb: kurenkov-icra18-mechsearch.png
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title: "Making Sense of Vision and Touch: Self-Supervised Learning of Multimodal Representations for
Contact-Rich Tasks"
authors: "Michelle A. Lee*, Yuke Zhu*, Krishnan Srinivasan, Parth Shah, Silvio Savarese, Li Fei-Fei, Animesh Garg, Jeannette Bohg"
pub_info_name: "arXiv preprint"
pub_info_date: October 2018
pub_info_name: "IEEE International Conference on Robotics and Automation (ICRA) - Best Paper Award"
pub_info_date: May 2019
excerpt: text text text
images:
thumb: lee-arxiv18-multimodal.png
Expand All @@ -13,4 +13,4 @@ paper_link: "https://arxiv.org/abs/1810.10191"
webpage_link: "https://sites.google.com/view/visionandtouch"
video_link: "https://youtu.be/TjwDJ_R2204"
---
Contact-rich manipulation tasks in unstructured environments often require both haptic and visual feedback. However, it is non-trivial to manually design a robot controller that combines modalities with very different characteristics. While deep reinforcement learning has shown success in learning control policies for high-dimensional inputs, these algorithms are generally intractable to deploy on real robots due to sample complexity. We use self-supervision to learn a compact and multimodal representation of our sensory inputs, which can then be used to improve the sample efficiency of our policy learning. We evaluate our method on a peg insertion task, generalizing over different geometry, configurations, and clearances, while being robust to external perturbations. Results for simulated and real robot experiments are presented.
Contact-rich manipulation tasks in unstructured environments often require both haptic and visual feedback. However, it is non-trivial to manually design a robot controller that combines modalities with very different characteristics. While deep reinforcement learning has shown success in learning control policies for high-dimensional inputs, these algorithms are generally intractable to deploy on real robots due to sample complexity. We use self-supervision to learn a compact and multimodal representation of our sensory inputs, which can then be used to improve the sample efficiency of our policy learning. We evaluate our method on a peg insertion task, generalizing over different geometry, configurations, and clearances, while being robust to external perturbations. Results for simulated and real robot experiments are presented.
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layout: publication
title: "DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion"
authors: "Chen Wang, Danfei Xu, Yuke Zhu, Roberto Martín-Martín, Cewu Lu, Li Fei-Fei, Silvio Savarese"
pub_info_name: "arXiv preprint"
pub_info_date: January 2019
pub_info_name: "IEEE Conference on Computer Vision and Pattern Recognition (CVPR)"
pub_info_date: June 2019
excerpt: text text text
images:
thumb: wang-arxiv19-6dofpose.png
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12 changes: 12 additions & 0 deletions publications/_posts/2019-11-08-martin-iros19-variable.md
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---
layout: publication
title: "Variable Impedance in End-Effector Space: An Action Space for Reinforcement Learning of Contact-Rich Tasks"
authors: "Roberto Martín-Martín, Michelle A. Lee, Rachel Gardner, Jeannette Bohg, Silvio Savarese, Animesh Garg"
pub_info_name: "IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)"
pub_info_date: November 2019
excerpt: text text text
images:
thumb: martin-iros19-variable.jpg
main: martin-iros19-variable.jpg
---

12 changes: 12 additions & 0 deletions publications/_posts/2019-11-09-huang-iros19-relaxing.md
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---
layout: publication
title: "Continuous Relaxation of Symbolic Planner for One-Shot Imitation Learning"
authors: "De-An Huang, Danfei Xu, Yuke Zhu, Animesh Garg, Silvio Savarese, Li Fei-Fei, and Juan Carlos Niebles"
pub_info_name: "IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)"
pub_info_date: November 2019
excerpt: text text text
images:
thumb: huang-iros19-relaxing.jpg
main: huang-iros19-relaxing.jpg
---

12 changes: 12 additions & 0 deletions publications/_posts/2019-11-10-mandlekar-iros19-roboturkscaling.md
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---
layout: publication
title: "Scaling Robot Supervision to Hundreds of Hours with RoboTurk: Robotic Manipulation Dataset through Human Reasoning and Dexterity"
authors: "Ajay Mandlekar, Jonathan Booher, Max Spero, Albert Tung, Anchit Gupta, Yuke Zhu, Animesh Garg, Silvio Savarese, Li Fei-Fei"
pub_info_name: "IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)"
pub_info_date: November 2019
excerpt: text text text
images:
thumb: mandlekar_iros19.jpg
main: mandlekar_iros19.jpg
---

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2 changes: 1 addition & 1 deletion serve_jekyll
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@@ -1,2 +1,2 @@
#!/bin/bash
bundle exec jekyll serve --drafts
bundle exec jekyll serve --drafts --future

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