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ConTra: (Con)text (Tra)nsformer for Cross-Modal Video Retrieval


Oct 09, 2022
Adriano Fragomeni, Michael Wray, Dima Damen

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* Accepted in ACCV 2022 

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Egocentric Video-Language Pretraining @ Ego4D Challenge 2022


Jul 04, 2022
Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rongcheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou

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* To appeared in CVPRW22. 4 pages, 2 figures, 5 tables. Code: https://github.com/showlab/EgoVLP. arXiv admin note: substantial text overlap with arXiv:2206.01670. substantial text overlap with arXiv:2207.01334 

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Egocentric Video-Language Pretraining


Jun 03, 2022
Kevin Qinghong Lin, Alex Jinpeng Wang, Mattia Soldan, Michael Wray, Rui Yan, Eric Zhongcong Xu, Difei Gao, Rongcheng Tu, Wenzhe Zhao, Weijie Kong, Chengfei Cai, Hongfa Wang, Dima Damen, Bernard Ghanem, Wei Liu, Mike Zheng Shou

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* Preprint. 22 pages, 13 figures, 11 tables. Code: https://github.com/showlab/EgoVLP 

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Domain Adaptation in Multi-View Embedding for Cross-Modal Video Retrieval


Oct 25, 2021
Jonathan Munro, Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen

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* 15 pages 

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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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On Semantic Similarity in Video Retrieval


Mar 18, 2021
Michael Wray, Hazel Doughty, Dima Damen

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* Accepted in CVPR 2021. Project Page: https://mwray.github.io/SSVR/ 

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Supervision Levels Scale (SLS)


Aug 22, 2020
Dima Damen, Michael Wray

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Rescaling Egocentric Vision


Jun 23, 2020
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

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* Dataset available from: http://epic-kitchens.github.io/ 

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The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines


Apr 29, 2020
Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray

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* Preprint for paper at IEEE TPAMI. arXiv admin note: substantial text overlap with arXiv:1804.02748 

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Fine-Grained Action Retrieval Through Multiple Parts-of-Speech Embeddings


Aug 09, 2019
Michael Wray, Diane Larlus, Gabriela Csurka, Dima Damen

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* Accepted for presentation at ICCV. Project Page: https://mwray.github.io/FGAR 

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