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FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition
Capsule networks (CapsNets) have recently shown promise to excel in most...
11/08/2020 ∙ by Vinoj Jayasundara, et al. ∙
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TimeCaps: Capturing Time Series Data with Capsule Networks
Capsule networks excel in understanding spatial relationships in 2D data...
11/26/2019 ∙ by Hirunima Jayasekara, et al. ∙
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Device-Free User Authentication, Activity Classification and Tracking using Passive Wi-Fi Sensing: A Deep Learning Based Approach
Privacy issues related to video camera feeds have led to a growing need ...
11/26/2019 ∙ by Vinoj Jayasundara, et al. ∙
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TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing
Program comprehension is a fundamental task in software development and ...
10/27/2019 ∙ by Vinoj Jayasundara, et al. ∙
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SmartEmbed: A Tool for Clone and Bug Detection in Smart Contracts through Structural Code Embedding
Ethereum has become a widely used platform to enable secure, Blockchain-...
08/22/2019 ∙ by Zhipeng Gao, et al. ∙
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DeepCaps: Going Deeper with Capsule Networks
Capsule Network is a promising concept in deep learning, yet its true po...
04/21/2019 ∙ by Jathushan Rajasegaran, et al. ∙
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TextCaps : Handwritten Character Recognition with Very Small Datasets
Many localized languages struggle to reap the benefits of recent advance...
04/17/2019 ∙ by Vinoj Jayasundara, et al. ∙
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Combined Static and Motion Features for Deep-Networks Based Activity Recognition in Videos
Activity recognition in videos in a deep-learning setting---or otherwise...
10/16/2018 ∙ by Sameera Ramasinghe, et al. ∙
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