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UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training
Vision-and-language pre-training has achieved impressive success in lear...
04/01/2021 ∙ by Mingyang Zhou, et al. ∙
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CUPID: Adaptive Curation of Pre-training Data for Video-and-Language Representation Learning
This work concerns video-language pre-training and representation learni...
04/01/2021 ∙ by Luowei Zhou, et al. ∙
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Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling
The canonical approach to video-and-language learning (e.g., video quest...
02/11/2021 ∙ by Jie Lei, et al. ∙
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Temporally Guided Articulated Hand Pose Tracking in Surgical Videos
Articulated hand pose tracking is an underexplored problem that carries ...
01/12/2021 ∙ by Nathan Louis, et al. ∙
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Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding
Transformer has become ubiquitous in the deep learning field. One of the...
09/13/2020 ∙ by Shuohang Wang, et al. ∙
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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. ∙
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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. ∙
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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. ∙
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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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