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Shaping embodied agent behavior with activity-context priors from egocentric video


Oct 14, 2021
Tushar Nagarajan, Kristen Grauman


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Ego4D: Around the World in 3,000 Hours of Egocentric Video


Oct 13, 2021
Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, 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, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, 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, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik


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Shapes as Product Differentiation: Neural Network Embedding in the Analysis of Markets for Fonts


Jul 06, 2021
Sukjin Han, Eric H. Schulman, Kristen Grauman, Santhosh Ramakrishnan


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Learning Audio-Visual Dereverberation


Jun 14, 2021
Changan Chen, Wei Sun, David Harwath, Kristen Grauman


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Anticipative Video Transformer


Jun 03, 2021
Rohit Girdhar, Kristen Grauman

* Ranked #1 on CVPR'21 EPIC-Kitchens Action Anticipation challenge leaderboard. Project page: http://facebookresearch.github.io/AVT 

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Egocentric Activity Recognition and Localization on a 3D Map


May 27, 2021
Miao Liu, Lingni Ma, Kiran Somasundaram, Yin Li, Kristen Grauman, James M. Rehg, Chao Li


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Move2Hear: Active Audio-Visual Source Separation


May 15, 2021
Sagnik Majumder, Ziad Al-Halah, Kristen Grauman


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Ego-Exo: Transferring Visual Representations from Third-person to First-person Videos


Apr 16, 2021
Yanghao Li, Tushar Nagarajan, Bo Xiong, Kristen Grauman

* Accepted by CVPR-2021 

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Multiview Pseudo-Labeling for Semi-supervised Learning from Video


Apr 01, 2021
Bo Xiong, Haoqi Fan, Kristen Grauman, Christoph Feichtenhofer

* Technical report 

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Environment Predictive Coding for Embodied Agents


Feb 03, 2021
Santhosh K. Ramakrishnan, Tushar Nagarajan, Ziad Al-Halah, Kristen Grauman

* 9 pages, 6 figures, appendix 

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From Culture to Clothing: Discovering the World Events Behind A Century of Fashion Images


Feb 02, 2021
Wei-Lin Hsiao, Kristen Grauman

* Technical report 

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VisualVoice: Audio-Visual Speech Separation with Cross-Modal Consistency


Jan 08, 2021
Ruohan Gao, Kristen Grauman

* Project page: http://vision.cs.utexas.edu/projects/VisualVoice/ 

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Audio-Visual Floorplan Reconstruction


Dec 31, 2020
Senthil Purushwalkam, Sebastian Vicenc Amengual Gari, Vamsi Krishna Ithapu, Carl Schissler, Philip Robinson, Abhinav Gupta, Kristen Grauman


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Semantic Audio-Visual Navigation


Dec 21, 2020
Changan Chen, Ziad Al-Halah, Kristen Grauman

* Project page: http://vision.cs.utexas.edu/projects/semantic_audio_visual_navigation 

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Discovering Underground Maps from Fashion


Dec 04, 2020
Utkarsh Mall, Kavita Bala, Tamara Berg, Kristen Grauman


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Modeling Fashion Influence from Photos


Nov 17, 2020
Ziad Al-Halah, Kristen Grauman

* To appear in the IEEE Transactions on Multimedia, 2020. Project page: https://www.cs.utexas.edu/~ziad/influence_from_photos.html. arXiv admin note: substantial text overlap with arXiv:2004.01316 

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Dexterous Robotic Grasping with Object-Centric Visual Affordances


Sep 03, 2020
Priyanka Mandikal, Kristen Grauman


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Occupancy Anticipation for Efficient Exploration and Navigation


Aug 25, 2020
Santhosh K. Ramakrishnan, Ziad Al-Halah, Kristen Grauman

* Accepted in ECCV 2020. 19 pages, 6 figures, appendix at end 

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Audio-Visual Waypoints for Navigation


Aug 21, 2020
Changan Chen, Sagnik Majumder, Ziad Al-Halah, Ruohan Gao, Santhosh Kumar Ramakrishnan, Kristen Grauman


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Learning Affordance Landscapes forInteraction Exploration in 3D Environments


Aug 21, 2020
Tushar Nagarajan, Kristen Grauman


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Learning Patterns of Tourist Movement and Photography from Geotagged Photos at Archaeological Heritage Sites in Cuzco, Peru


Jun 29, 2020
Nicole D. Payntar, Wei-Lin Hsiao, R. Alan Covey, Kristen Grauman

* Accepted to Tourism Management 

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VisualEchoes: Spatial Image Representation Learning through Echolocation


May 04, 2020
Ruohan Gao, Changan Chen, Ziad Al-Halah, Carl Schissler, Kristen Grauman


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From Paris to Berlin: Discovering Fashion Style Influences Around the World


Apr 03, 2020
Ziad Al-Halah, Kristen Grauman

* CVPR 2020 

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Audiovisual SlowFast Networks for Video Recognition


Jan 23, 2020
Fanyi Xiao, Yong Jae Lee, Kristen Grauman, Jitendra Malik, Christoph Feichtenhofer

* Technical report 

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EGO-TOPO: Environment Affordances from Egocentric Video


Jan 14, 2020
Tushar Nagarajan, Yanghao Li, Christoph Feichtenhofer, Kristen Grauman


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Don't Judge an Object by Its Context: Learning to Overcome Contextual Bias


Jan 09, 2020
Krishna Kumar Singh, Dhruv Mahajan, Kristen Grauman, Yong Jae Lee, Matt Feiszli, Deepti Ghadiyaram


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An Exploration of Embodied Visual Exploration


Jan 07, 2020
Santhosh K. Ramakrishnan, Dinesh Jayaraman, Kristen Grauman

* 11 pages, 9 figures 

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Audio-Visual Embodied Navigation


Dec 24, 2019
Changan Chen, Unnat Jain, Carl Schissler, Sebastia Vicenc Amengual Gari, Ziad Al-Halah, Vamsi Krishna Ithapu, Philip Robinson, Kristen Grauman

* Project page: http://vision.cs.utexas.edu/projects/audio_visual_navigation/ 

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