Long-term leap attention, short-term periodic shift for video classification

Video transformer naturally incurs a heavier computation burden than a static vision transformer, as the former processes �� times longer sequence than the latter under the current attention of quadratic complexity (�� 2�� 2 ). The existing works treat the temporal axis as a simple extension of spat...

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Bibliographic Details
Main Authors: ZHANG, Hao, CHENG, Lechao, HAO, Yanbin, NGO, Chong-wah
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/7507
https://ink.library.smu.edu.sg/context/sis_research/article/8510/viewcontent/3503161.3547908.pdf
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Institution: Singapore Management University
Language: English
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