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Optimization-inspired manual architecture design and neural architecture search
Neural architecture has been a research focus in recent years due to its importance in deciding the performance of deep networks. Representative ones...
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Design and analysis of DDoS mitigating network architecture
Distributed Denial of Service (DDoS) attacks have emerged as the top security threat with the rise of e-commerce in recent years. Volumetric attacks...
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Virtual Network Function Development for NG-PON Access Network Architecture
Modern networks urge agility, flexibility, and capacity to cope with the growing demand for media content and applications increasingly oriented...
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Automatic DNN architecture design using CPSOTJUTT for power system inspection
To quickly and accurately automatically design more high-precision deep neural network models (DNNs), this paper proposes an automatic DNN...
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An Edge Computing Architecture for Internet Measurement Network to Measure and Analyze Protocol Data
This paper presents the high-level architecture, task execution methods, and scheduling algorithms behind community internet measurement network...
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Design and simulation of optical network architecture based on point-to-multipoint direct communication between optical network units for data center
A novel architecture with point-to-multipoint direct communication (P2MPDC) between any two optical network units (ONUs) for data center is proposed...
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Towards a Unified Network for Robust Monocular Depth Estimation: Network Architecture, Training Strategy and Dataset
Robust monocular depth estimation (MDE) aims at learning a unified model that works across diverse real-world scenes, which is an important and...
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Successful Neural Network Architecture Design
The previous chapter, on meta-optimization, discussed the automation of neural network design, including automated design of neural network...
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Architecture Design of Employment Education Network Platform Based on Blockchain Technology
The Employment education network platform because of its convenience its business has been rapid development, too much platform integration and paid...
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Analysis of OSPU security effect and data assembly verification under semi-network OS architecture
This study attempts to provide a new security solution for data storage based on semi-network OS architecture, that is, to create a comprehensive...
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CNS-AOM: Design, Implementation and Integration of an Architecture for Orchestration and Management of Cloud-Network Slices
Cloud-Network Slice (CNS) is defined as an end-to-end infrastructure composed by computing, networking, and storage resources and it is expected to...
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Automatic extraction of lightweight and efficient neural network architecture of heavy convolutional architectures to predict microsatellite instability from hematoxylin and eosin histology in gastric cancer
Cancers have emerged as a significant concern due to their impact on public health and society. The examination and interpretation of tissue sections...
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An optimized facial emotion recognition architecture based on a deep convolutional neural network and genetic algorithm
Emotion recognition is one of the most interesting subjects in machine learning and computer vision fields, which is recognized by body language,...
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Design and Architecture
I once read that architecture is an opinion. If we trust this basic definition of the subject, it becomes difficult to define anything exact within...
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A Model-Based Systems Engineering Plugin for Cloud Security Architecture Design
Security is one of the biggest concerns for cloud infrastructures. Cloud infrastructures are susceptible to a wide range of threats, including...
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Embedding channel pruning within the CNN architecture design using a bi-level evolutionary approach
Remarkable advancements have been achieved in machine learning and computer vision through the utilization of deep neural networks. Among the most...
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DFootNet: A Domain Adaptive Classification Framework for Diabetic Foot Ulcers Using Dense Neural Network Architecture
Diabetic foot ulcers (DFUs) are a prevalent and serious complication of diabetes, often leading to severe morbidity and even amputations if not...
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Blindness-free beam scanning antenna with array of array architecture: principle, design, and experiment
This paper presents a 66–76-GHz sparsely-excited phased array antenna with the array of array (AoA) architecture for eliminating the blindness and...
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Evolutionary Neural Network Architecture Search
Deep Neural Networks (DNNs) have been remarkably successful in numerous scenarios of machine learning. However, the typical design for DNN...
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Heuristic optimisation of multi-task dynamic architecture neural network (DAN2)
This article proposes a novel method to optimise the Dynamic Architecture Neural Network (DAN2) adapted for a multi-task learning problem. The...
