Dynamic temporal filtering in video models

Dynamic temporal filtering in video models

Video temporal dynamics is conventionally modeled with 3D spatial-temporal kernel or its factorized version comprised of 2D spatial kernel and 1D temporal kernel. The modeling power, nevertheless, is limited by the fixed window size and static weights of a kernel along the temporal dimension. The pr...

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Bibliographic Details
Main Authors: LONG, Fuchen, QIU, Zhaofan, PAN, Yingwei, YAO, Ting, NGO, Chong-wah, MEI, Tao
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2022
Subjects:
Artificial Intelligence and Robotics
Graphics and Human Computer Interfaces
Online Access:https://ink.library.smu.edu.sg/sis_research/7509
https://ink.library.smu.edu.sg/context/sis_research/article/8512/viewcontent/136950470.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/7509
https://ink.library.smu.edu.sg/context/sis_research/article/8512/viewcontent/136950470.pdf

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