Vinoj Jayasundara | DeepAI

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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...

6 Vinoj Jayasundara, et al. ∙

∙ 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...

0 Dishanika Denipitiyage, et al. ∙

∙ 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 ...

0 Kamal Gupta, et al. ∙

∙ 11/08/2020

FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition

Capsule networks (CapsNets) have recently shown promise to excel in most...

0 Vinoj Jayasundara, et al. ∙

∙ 11/26/2019

TimeCaps: Capturing Time Series Data with Capsule Networks

Capsule networks excel in understanding spatial relationships in 2D data...

0 Hirunima Jayasekara, et al. ∙

∙ 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 ...

0 Vinoj Jayasundara, et al. ∙

∙ 10/27/2019

TreeCaps: Tree-Structured Capsule Networks for Program Source Code Processing

Program comprehension is a fundamental task in software development and ...

0 Vinoj Jayasundara, et al. ∙

∙ 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-...

0 Zhipeng Gao, et al. ∙

∙ 04/21/2019

DeepCaps: Going Deeper with Capsule Networks

Capsule Network is a promising concept in deep learning, yet its true po...

0 Jathushan Rajasegaran, et al. ∙

∙ 04/17/2019

TextCaps : Handwritten Character Recognition with Very Small Datasets

Many localized languages struggle to reap the benefits of recent advance...

0 Vinoj Jayasundara, et al. ∙

∙ 10/16/2018

Combined Static and Motion Features for Deep-Networks Based Activity Recognition in Videos

Activity recognition in videos in a deep-learning setting---or otherwise...

0 Sameera Ramasinghe, et al. ∙

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