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03/25/2023
FlexNeRF: Photorealistic Free-viewpoint Rendering of Moving Humans from Sparse Views
We present FlexNeRF, a method for photorealistic freeviewpoint rendering...
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12/21/2021
PointCaps: Raw Point Cloud Processing using Capsule Networks with Euclidean Distance Routing
Raw point cloud processing using capsule networks is widely adopted in c...
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11/02/2021
PatchGame: Learning to Signal Mid-level Patches in Referential Games
We study a referential game (a type of signaling game) where two agents ...
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11/08/2020
FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition
Capsule networks (CapsNets) have recently shown promise to excel in most...
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11/26/2019
TimeCaps: Capturing Time Series Data with Capsule Networks
Capsule networks excel in understanding spatial relationships in 2D data...
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11/26/2019
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 ...
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10/27/2019
TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing
Program comprehension is a fundamental task in software development and ...
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08/22/2019
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-...
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04/21/2019
DeepCaps: Going Deeper with Capsule Networks
Capsule Network is a promising concept in deep learning, yet its true po...
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04/17/2019
TextCaps : Handwritten Character Recognition with Very Small Datasets
Many localized languages struggle to reap the benefits of recent advance...
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10/16/2018