Optimization planning for 3D ConvNets

It is not trivial to optimally learn a 3D Convolutional Neural Networks (3D ConvNets) due to high complexity and various options of the training scheme. The most common hand-tuning process starts from learning 3D ConvNets using short video clips and then is followed by learning long-term temporal de...

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Bibliographic Details
Main Authors: QIU, Zhaofan, YAO, Ting, NGO, Chong-wah, MEI, Tao
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2021
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Online Access:https://ink.library.smu.edu.sg/sis_research/6728
https://ink.library.smu.edu.sg/context/sis_research/article/7731/viewcontent/icml21.pdf
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Institution: Singapore Management University
Language: English