Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural Networks

Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural Networks

IEEE AICAS 2022

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Bibliographic Details
Main Authors: Udari De Alwis, Massimo Alioto
Other Authors: ELECTRICAL AND COMPUTER ENGINEERING
Format: Conference or Workshop Item
Published: Institute of Electrical and Electronics Engineers (IEEE) 2022
Subjects:
video action recognition, 3D convolutional neural networks, computational efficiency, temporal similarity
Online Access:https://scholarbank.nus.edu.sg/handle/10635/230886
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Institution: National University of Singapore
id sg-nus-scholar.10635-230886
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spelling sg-nus-scholar.10635-2308862024-04-15T05:56:46Z Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural Networks Udari De Alwis Massimo Alioto ELECTRICAL AND COMPUTER ENGINEERING video action recognition, 3D convolutional neural networks, computational efficiency, temporal similarity IEEE AICAS 2022 2022-09-06T01:02:58Z 2022-09-06T01:02:58Z 2022-06 Conference Paper Udari De Alwis, Massimo Alioto (2022-06). Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural Networks. IEEE AICAS 2022. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/230886 CC0 1.0 Universal http://creativecommons.org/publicdomain/zero/1.0/ Institute of Electrical and Electronics Engineers (IEEE)
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic video action recognition, 3D convolutional neural networks, computational efficiency, temporal similarity
spellingShingle video action recognition, 3D convolutional neural networks, computational efficiency, temporal similarity
Udari De Alwis
Massimo Alioto
Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural Networks
description IEEE AICAS 2022
author2 ELECTRICAL AND COMPUTER ENGINEERING
author_facet ELECTRICAL AND COMPUTER ENGINEERING
Udari De Alwis
Massimo Alioto
format Conference or Workshop Item
author Udari De Alwis
Massimo Alioto
author_sort Udari De Alwis
title Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural Networks
title_short Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural Networks
title_full Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural Networks
title_fullStr Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural Networks
title_full_unstemmed Temporal Redundancy-Based Computation Reduction for 3D Convolutional Neural Networks
title_sort temporal redundancy-based computation reduction for 3d convolutional neural networks
publisher Institute of Electrical and Electronics Engineers (IEEE)
publishDate 2022
url https://scholarbank.nus.edu.sg/handle/10635/230886
_version_ 1800915561196027904

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