Results 11 to 20 of about 31,587 (214)

Capsule Networks – A survey

open access: yesJournal of King Saud University: Computer and Information Sciences, 2022
Modern day computer vision tasks requires efficient solution to problems such as image recognition, natural language processing, object detection, object segmentation and language translation.
Mensah Kwabena Patrick   +3 more
doaj   +1 more source

Skolyoz için Kapsül Ağları Tabanlı Otomatik Ölçüm Sistemi

open access: yesDüzce Üniversitesi Bilim ve Teknoloji Dergisi, 2021
Skolyoz, omurganın eğrilmesi ile birlikte omurga genel yapısını deforme eden bir hastalıktır. Skolyoz tanı ve tedavi aşamasında çeşitli yöntemler olmakla birlikte, temel amaç Cobb açısı adı verilen eğrilik açısını azaltarak Skolyoz seviyesini düşürme ...
Utku Köse, Sena Goral
doaj   +1 more source

COVID-FACT: A Fully-Automated Capsule Network-Based Framework for Identification of COVID-19 Cases from Chest CT Scans

open access: yesFrontiers in Artificial Intelligence, 2021
The newly discovered Coronavirus Disease 2019 (COVID-19) has been globally spreading and causing hundreds of thousands of deaths around the world as of its first emergence in late 2019.
Shahin Heidarian   +11 more
doaj   +1 more source

CapsNets continuing the convolutional quest

open access: yesSciPost Physics, 2020
Capsule networks are ideal tools to combine event-level and subjet information at the LHC. After benchmarking our capsule network against standard convolutional networks, we show how multi-class capsules extract a resonance decaying to top quarks from
Sascha Diefenbacher, Hermann Frost, Gregor Kasieczka, Tilman Plehn, Jennifer M. Thompson
doaj   +1 more source

Unraveling Capsule Biosynthesis and Signaling Networks in Cryptococcus neoformans

open access: yesMicrobiology Spectrum, 2022
The polysaccharide capsule of Cryptococcus neoformans—an opportunistic basidiomycete pathogen and the major etiological agent of fungal meningoencephalitis—is a key virulence factor that prevents its phagocytosis by host innate immune cells. However, the
Eun-Ha Jang   +3 more
doaj   +1 more source

Chinese Short Text Entity Disambiguation Based on the Dual-Channel Hybrid Network

open access: yesIEEE Access, 2020
Entity disambiguation refers to the accurate inference of the real mention of an entity with the same name according to the context. Most existing studies focused on long texts, for short texts, the performance has been unsatisfactory due to sparsity. In
Liting Jiang   +4 more
doaj   +1 more source

Towards Feasible Capsule Network for Vision Tasks

open access: yesApplied Sciences, 2023
Capsule networks exhibit the potential to enhance computer vision tasks through their utilization of equivariance for capturing spatial relationships.
Dang Thanh Vu   +3 more
doaj   +1 more source

Gene Ontology Capsule GAN: an improved architecture for protein function prediction [PDF]

open access: yesPeerJ Computer Science, 2022
Proteins are the core of all functions pertaining to living things. They consist of an extended amino acid chain folding into a three-dimensional shape that dictates their behavior.
Musadaq Mansoor   +3 more
doaj   +2 more sources

Analysis of Video Retinal Angiography With Deep Learning and Eulerian Magnification

open access: yesFrontiers in Computer Science, 2020
Objective: The aim of this research is to present a novel computer-aided decision support tool in analyzing, quantifying, and evaluating the retinal blood vessel structure from fluorescein angiogram (FA) videos.Methods: The proposed method consists of ...
Sumit Laha   +6 more
doaj   +1 more source

Multi-channel capsule network ensemble for plant disease detection

open access: yesSN Applied Sciences, 2021
This study presents a new deep learning approach based on capsule networks and ensemble learning for the detection of plant diseases. The developed method is called as multi-channel capsule network ensemble. The main innovation behind the proposed method
Musa Peker
doaj   +1 more source

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