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CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning


Apr 13, 2021
Luowei Zhou, Jingjing Liu, Yu Cheng, Zhe Gan, Lei Zhang

* 12 pages, 4 figures 

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UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training


Apr 01, 2021
Mingyang Zhou, Luowei Zhou, Shuohang Wang, Yu Cheng, Linjie Li, Zhou Yu, Jingjing Liu


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Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling


Feb 11, 2021
Jie Lei, Linjie Li, Luowei Zhou, Zhe Gan, Tamara L. Berg, Mohit Bansal, Jingjing Liu

* 12 pages, 5 figures, 11 tables. - Happy Chinese New Year! 

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Temporally Guided Articulated Hand Pose Tracking in Surgical Videos


Jan 12, 2021
Nathan Louis, Luowei Zhou, Steven J. Yule, Roger D. Dias, Milisa Manojlovich, Francis D. Pagani, Donald S. Likosky, Jason J. Corso

* 10 pages 

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Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding


Sep 13, 2020
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu

* 10 pages 

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Unified Vision-Language Pre-Training for Image Captioning and VQA


Oct 03, 2019
Luowei Zhou, Hamid Palangi, Lei Zhang, Houdong Hu, Jason J. Corso, Jianfeng Gao

* The code and the pre-trained models are available at https://github.com/LuoweiZhou/VLP 

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Grounded Video Description


Dec 17, 2018
Luowei Zhou, Yannis Kalantidis, Xinlei Chen, Jason J. Corso, Marcus Rohrbach

* 19 pages including Appendix 

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Dynamic Graph Modules for Modeling Higher-Order Interactions in Activity Recognition


Dec 13, 2018
Hao Huang, Luowei Zhou, Wei Zhang, Chenliang Xu

* 10 pages, 7 figures 

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Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction


Jul 20, 2018
Luowei Zhou, Nathan Louis, Jason J. Corso

* 16 pages including Appendix 

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End-to-End Dense Video Captioning with Masked Transformer


Apr 03, 2018
Luowei Zhou, Yingbo Zhou, Jason J. Corso, Richard Socher, Caiming Xiong

* To appear at CVPR18 

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Towards Automatic Learning of Procedures from Web Instructional Videos


Nov 21, 2017
Luowei Zhou, Chenliang Xu, Jason J. Corso

* AAAI 2018 Camera-ready version. See http://youcook2.eecs.umich.edu for YouCook2 dataset 

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Watch What You Just Said: Image Captioning with Text-Conditional Attention


Nov 24, 2016
Luowei Zhou, Chenliang Xu, Parker Koch, Jason J. Corso

* source code is available online 

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Multi-agent Reinforcement Learning with Sparse Interactions by Negotiation and Knowledge Transfer


Mar 31, 2016
Luowei Zhou, Pei Yang, Chunlin Chen, Yang Gao

* 13 pages, 15 figures 

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