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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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