Contrastive video question answering via video graph transformer

Contrastive video question answering via video graph transformer

We propose to perform video question answering (VideoQA) in a Contrastive manner via a Video Graph Transformer model (CoVGT). CoVGT’s uniqueness and superiority are three-fold: 1) It proposes a dynamic graph transformer module which encodes video by explicitly capturing the visual objects, their rel...

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Bibliographic Details
Main Authors: XIAO, Junbin Xiao, ZHOU, Pan, YAO, Angela, LI, Yicong, HONG, Richang, YAN, Shuicheng, CHUA, Tat-Seng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2023
Subjects:
VideoQA
Cross-Modal Visual Reasoning
Video-Language
Dynamic Visual Graphs
Contrastive Learning
Transformer
Graphics and Human Computer Interfaces
Online Access:https://ink.library.smu.edu.sg/sis_research/9053
https://ink.library.smu.edu.sg/context/sis_research/article/10056/viewcontent/2023_TPAMI_ContrastiveVideo.pdf
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Institution: Singapore Management University
Language: English

Internet

https://ink.library.smu.edu.sg/sis_research/9053
https://ink.library.smu.edu.sg/context/sis_research/article/10056/viewcontent/2023_TPAMI_ContrastiveVideo.pdf

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