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In this paper we describe a new mobile architecture, MobileNetV2, that improves the state of the art performance of mobile models on multiple tasks and benchmarks as well as across a spectrum of different model sizes. We...

We introduce an extremely computation-efficient CNN architecture named ShuffleNet, which is designed specially for mobile devices with very limited computing power (e.g., 10-150 MFLOPs). The new architecture utilizes two...

In order to accomplish collaborative product development in the area of engineering, a work platform is needed to support all-sided collaborative work by the different development partners at geographically different loc...

CHARMM (Chemistry at HARvard Molecular Mechanics) is a highly versatile and widely used molecular simulation program. It has been developed over the last three decades with a primary focus on molecules of biological inte...

An attentional mechanism has lately been used to improve neural machine translation (NMT) by selectively focusing on parts of the source sentence during translation. However, there has been little work exploring useful a...

Feature pyramids are a basic component in recognition systems for detecting objects at different scales. But pyramid representations have been avoided in recent object detectors that are based on deep convolutional netwo...

Multilayer neural networks trained with the back-propagation algorithm constitute the best example of a successful gradient based learning technique. Given an appropriate network architecture, gradient-based learning alg...

While it is nearly effortless for humans to quickly assess the perceptual similarity between two images, the underlying processes are thought to be quite complex. Despite this, the most widely used perceptual metrics tod...

Materias / palabras clave: computers, communications, information technology, computer architecture, operating systems; Technology: Technology (General): Industrial engineering. Management engineering: Information technology; Science: Mathematics:...

Materias / palabras clave: artificial intelligence, algorithms and data structures, computer architecture, operating systems, networking and communications, web development; Science: Mathematics: Instruments and machines: Electronic computers. Com...

Materias / palabras clave: circuit theory, integrated circuit design, electronic devices, semiconductors, electronic filters, hardware architecture; Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engine...

Materias / palabras clave: computer communications networks, computer system architecture, computer system security, computer science; Science: Mathematics: Instruments and machines: Electronic computers. Computer science

Materias / palabras clave: engineering, science, management, language, multidisciplinary sciences; Technology: Engineering (General). Civil engineering (General): Transportation engineering; Technology: Engineering (General). Civil engineering (Ge...

Materias / palabras clave: reconfigurable computing, hardware architectures, high performance systems; Technology: Electrical engineering. Electronics. Nuclear engineering: Electronics: Computer engineering. Computer hardware

Materias / palabras clave: computer theory and algorithm, artificial intelligence and pattern recognition, computer architecture and high performance computing, computer network, software engineering, database and knowledge-based systems; Science:...

Materias / palabras clave: computer network and architecture, image processing, machine learning, neural networks, computer vision, intelligent system; Science: Mathematics: Instruments and machines: Electronic computers. Computer science

Materias / palabras clave: geographical information system, computer network security, data mining, computer architecture, design mobile computing, computing theory; Science: Mathematics: Instruments and machines: Electronic computers. Computer sc...

Materias / palabras clave: software engineering, computer systems architecture, machine learning, parallel systems, computing; Science: Mathematics: Instruments and machines: Electronic computers. Computer science: Computer software

Materias / palabras clave: algorithms and complexity theory, computing and computer architecture, computer networks, artificial intelligence, security and encryption, performance evaluation of computer systems and queuing systems; Science: Mathema...