DualFormer: Local-global stratified transformer for efficient video recognition

While transformers have shown great potential on video recognition with their strong capability of capturing long-range dependencies, they often suffer high computational costs induced by the self-attention to the huge number of 3D tokens. In this paper, we present a new transformer architecture ter...

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Bibliographic Details
Main Authors: LIANG, Yuxuan, ZHOU, Pan, ZIMMERMANN, Roger, YAN, Shuicheng
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
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Online Access:https://ink.library.smu.edu.sg/sis_research/8980
https://ink.library.smu.edu.sg/context/sis_research/article/9983/viewcontent/2022_ECCV_DualFormer.pdf
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Institution: Singapore Management University
Language: English
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