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layout: publication | ||
title: "Multimodal Sensor Fusion with Differentiable Filters" | ||
authors: "Michelle A. Lee*, Brent Yi*, Roberto Martín-Martín, Silvio Savarese, Jeannette Bohg" | ||
pub_info_name: "IEEE/RSJ Int. Conference. on Intelligent Robots and Systems (IROS)" | ||
pub_info_date: October 2020 | ||
excerpt: text text text | ||
images: | ||
thumb: lee-iros2020-fuse.jpg | ||
main: lee-iros2020-fuse.jpg | ||
paper_link: "https://arxiv.org/abs/2010.13021" | ||
webpage_link: "https://sites.google.com/view/multimodalfilter" | ||
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layout: publication | ||
title: "ReLMoGen: Leveraging Motion Generation in Reinforcement Learning for Mobile Manipulation " | ||
authors: "Fei Xia*, Chengshu Li*, Roberto Martín-Martín, Or Litany, Alexander Toshev, Silvio Savarese (* Equal Contribution)" | ||
pub_info_name: "IEEE International Conference on Robotics and Automation (ICRA)" | ||
pub_info_date: June 2021 | ||
images: | ||
thumb: xia-icra21-relmogen.png | ||
main: xia-icra21-relmogen.png | ||
paper_link: "https://arxiv.org/abs/2008.07792" | ||
webpage_link: "http://svl.stanford.edu/projects/relmogen/" | ||
video_link: "http://svl.stanford.edu/projects/relmogen/img/relmogen_youtube_compressed.mp4" | ||
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layout: publication | ||
title: "Deep Affordance Foresight: Planning Through What Can Be Done in the Future" | ||
authors: "Danfei Xu, Ajay Mandlekar, Roberto Martín-Martín, Yuke Zhu, Silvio Savarese, Li Fei-Fei" | ||
pub_info_name: "IEEE International Conference on Robotics and Automation (ICRA)" | ||
pub_info_date: June 2021 | ||
images: | ||
thumb: xu-icra2021-daf.png | ||
main: xu-icra2021-daf.png | ||
paper_link: "Danfei Xu, Ajay Mandlekar, Roberto Martín-Martín, Yuke Zhu, Silvio Savarese, Li Fei-Fei" | ||
webpage_link: "https://sites.google.com/stanford.edu/daf" | ||
video_link: "https://youtu.be/3VD-YoF8jHk" | ||
--- | ||
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layout: publication | ||
title: "Adaptive Procedural Task Generation for Hard-Exploration Problems" | ||
authors: "Kuan Fang, Yuke Zhu, Silvio Savarese, Li Fei-Fei" | ||
pub_info_name: "IEEE International Conference on Robotics and Automation (ICRA)" | ||
pub_info_date: June 2021 | ||
images: | ||
thumb: fang-iclr2021-procedural.gif | ||
main: fang-iclr2021-procedural.gif | ||
paper_link: "https://arxiv.org/abs/2007.00350" | ||
webpage_link: "https://kuanfang.github.io/apt-gen/" | ||
video_link: "https://youtu.be/JrkW8XFJPcE" | ||
--- | ||
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layout: publication | ||
title: "SECANT: Self-Expert Cloning for Zero-Shot Generalization of Visual Policies" | ||
authors: "Linxi Fan, Guanzhi Wang, De-An Huang, Zhiding Yu, Li Fei-Fei, Yuke Zhu, Anima Anandkumar" | ||
pub_info_name: "IEEE/RSJ Int. Conference. on Intelligent Robots and Systems (IROS)" | ||
pub_info_date: June 2021 | ||
images: | ||
thumb: fan-icml2021-secant.png | ||
main: fan-icml2021-secant.png | ||
paper_link: "https://linxifan.github.io/secant-site/assets/paper.pdf" | ||
webpage_link: "https://linxifan.github.io/secant-site/" | ||
video_link: "https://linxifan.github.io/secant-site/assets/videos/secant.mp4" | ||
--- | ||
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layout: publication | ||
title: "Discovering Generalizable Skills via Automated Generation of Diverse Tasks" | ||
authors: "Kuan Fang, Yuke Zhu, Silvio Savarese, Li Fei-Fei" | ||
pub_info_name: "2021 Robotics: Science and Systems (RSS)" | ||
pub_info_date: June 2021 | ||
images: | ||
thumb: fang-rss2021-discovering.png | ||
main: fang-rss2021-discovering.png | ||
paper_link: "https://arxiv.org/pdf/2106.13935.pdf" | ||
webpage_link: "https://sites.google.com/view/rss-slide/" | ||
--- | ||
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layout: publication | ||
title: "Generalization Through Hand-Eye Coordination: An Action Space for Learning Spatially-Invariant Visuomotor Control" | ||
authors: "Chen Wang*, Rui Wang*, Ajay Mandlekar, Li Fei-Fei, Silvio Savarese, Danfei Xu" | ||
pub_info_name: "2021 Robotics: Science and Systems (RSS)" | ||
pub_info_date: September 2021 | ||
images: | ||
thumb: chen-iros2021-coordination.png | ||
main: chen-iros2021-coordination.png | ||
paper_link: "https://arxiv.org/pdf/2103.00375.pdf" | ||
webpage_link: "https://sites.google.com/stanford.edu/han" | ||
video_link: "https://youtu.be/AFJkgpLbJok" | ||
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