Latest research projects, publications, and talks
Self-supervised 3D Representation Learning of Dressed Humans from Social Media Videos [preprint]
Posted
Yasamin Jafarian (Ph.D. student), Hyun Soo Park (assistant professor)
Characterizing The Limits of Linear Modeling of Non-Linear Swarm Behaviors [preprint]
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John Harwell (Ph.D student), Angel Sylvester (Ph.D student), Maria Gini (professor)
Go with the Flow? A Large-Scale Analysis of Health Care Delivery Networks in the United States Using Hodge Theory [preprint]
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Thomas Gebhart (Ph.D. student), Xiaojun Fu, Russell Funk
Ego4D: Around the World in 3,000 Hours of Egocentric Video [preprint]
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Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis (Ph.D. student), Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma (Ph.D. student), Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do (Ph.D. student), Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Christian Fuegen, Abrham Gebreselasie, Cristina Gonzalez, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jachym Kolar, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbelaez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard Newcombe, Aude Oliva, Hyun Soo Park (assistant professor), James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik
Zero-shot Natural Language Video Localization [conference paper]
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Jinwoo Nam, Daechul Ahn, Dongyeop Kang (assistant professor), Seong Jong Ha, Jonghyun Choi
International Conference on Computer Vision (ICCV)
Knowledge Sheaves: A Sheaf-Theoretic Framework for Knowledge Graph Embedding [preprint]
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Thomas Gebhart (Ph.D. student), Jakob Hansen, Paul Schrater (professor)
Action planning and control under uncertainty emerge through a desirability-driven competition between parallel encoding motor plans [journal]
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Vince Enachescu, Paul Schrater (professor), Stefan Schaal, Vassilios Christopoulos
PLoS Computational Biology
Self-supervised Secondary Landmark Detection via 3D Representation Learning [preprint]
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Praneet C. Bala (Ph.D. student), Jan Zimmermann, Hyun Soo Park (assistant professor), Benjamin Y. Hayden
HUMBI: A Large Multiview Dataset of Human Body Expressions and Benchmark Challenge [preprint]
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Jae Shin Yoon (Ph.D. student), Zhixuan Yu (Ph.D. student), Jaesik Park, Hyun Soo Park (assistant professor)
Learning to Play Pursuit-Evasion with Visibility Constraints [conference paper]
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Selim Engin (Ph.D. student), Qingyuan Jiang (Ph.D. student), Volkan Isler (professor)
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)