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Unified Vision-Language Pre-Training for Image Captioning and VQA
This paper presents a unified Vision-Language Pre-training (VLP) model. ...
09/24/2019 ∙ by Luowei Zhou, et al. ∙
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Grounded Video Description
Video description is one of the most challenging problems in vision and ...
12/17/2018 ∙ by Luowei Zhou, et al. ∙
8
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Dynamic Graph Modules for Modeling Higher-Order Interactions in Activity Recognition
Video action recognition, as a critical problem towards video understand...
12/13/2018 ∙ by Hao Huang, et al. ∙
4
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Weakly-Supervised Video Object Grounding from Text by Loss Weighting and Object Interaction
We study weakly-supervised video object grounding: given a video segment...
05/08/2018 ∙ by Luowei Zhou, et al. ∙
0
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End-to-End Dense Video Captioning with Masked Transformer
Dense video captioning aims to generate text descriptions for all events...
04/03/2018 ∙ by Luowei Zhou, et al. ∙
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Towards Automatic Learning of Procedures from Web Instructional Videos
The potential for agents, whether embodied or software, to learn by obse...
03/28/2017 ∙ by Luowei Zhou, et al. ∙
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Watch What You Just Said: Image Captioning with Text-Conditional Attention
Attention mechanisms have attracted considerable interest in image capti...
06/15/2016 ∙ by Luowei Zhou, et al. ∙
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Multi-agent Reinforcement Learning with Sparse Interactions by Negotiation and Knowledge Transfer
Reinforcement learning has significant applications for multi-agent syst...
08/21/2015 ∙ by Luowei Zhou, et al. ∙
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