Search academic resources

Remarkable progress has been made in image recognition, primarily due to the availability of large-scale annotated datasets and deep convolutional neural networks (CNNs). CNNs enable learning data-driven, highly represen...

Convolutional networks are at the core of most state of-the-art computer vision solutions for a wide variety of tasks. Since 2014 very deep convolutional networks started to become mainstream, yielding substantial gains ...

En los últimos años, ha vuelto a resurgir con fuerza la revisión a los patrones a partir de la arquitectura y el urbanismo paramétrico. El término paramétrico proviene de las matemáticas y se refiere al uso de var...

A new architecture for controlling mobile robots is described. Layers of control system are built to let the robot operate at increasing levels of competence. Layers are made up of asynchronous modules that communicate o...

This paper presents a new vision Transformer, called Swin Transformer, that capably serves as a general-purpose backbone for computer vision. Challenges in adapting Transformer from language to vision arise from differen...

Real-time object detection is one of the most important research topics in computer vision. As new approaches regarding architecture optimization and training optimization are continually being developed, we have found t...

Quantum EXPRESSO is an integrated suite of open-source computer codes for quantum simulations of materials using state-of-the-art electronic-structure techniques, based on density-functional theory, density-functional pe...

Presents a review of 200 references in content-based image retrieval. The paper starts with discussing the working conditions of content-based retrieval: patterns of use, types of pictures, the role of semantics, and the...

Point clouds provide a flexible geometric representation suitable for countless applications in computer graphics; they also comprise the raw output of most 3D data acquisition devices. While hand-designed features on po...

Model efficiency has become increasingly important in computer vision. In this paper, we systematically study neural network architecture design choices for object detection and propose several key optimizations to impro...

We have developed a near-real-time computer system that can locate and track a subject's head, and then recognize the person by comparing characteristics of the face to those of known individuals. The computational appro...

Topological quantum computation has emerged as one of the most exciting approaches to constructing a fault-tolerant quantum computer. The proposal relies on the existence of topological states of matter whose quasipartic...

Both convolutional and recurrent operations are building blocks that process one local neighborhood at a time. In this paper, we present non-local operations as a generic family of building blocks for capturing long-rang...

Subjects / keywords: Computer architecture

Subjects / keywords: Computer architecture; Electronic books

Subjects / keywords: Computer architecture; Electronic books

Subjects / keywords: Computer architecture; Problems, exercises, etc; Electronic data processing; Structures, Theory of; Electronic books

Subjects / keywords: Computer architecture

Subjects / keywords: Graphics processing units; Programming; CUDA (Computer architecture); Parallel programming (Computer science); Computer graphics; Electronic books

Subjects / keywords: Computer software; Development; Operating systems (Computers); Computer architecture; Electronic books

Subjects / keywords: Electronic digital computers; Design and construction; Microcomputers; Computer architecture

Subjects / keywords: Computer network architectures; Computer architecture

Subjects / keywords: Operating systems (Computers); Computer architecture; Application software; Electronic books

Subjects / keywords: Computer science; FLOPS; Metric (unit); Architecture; Computation; Performance metric; Computer engineering; Distributed computing; Computer architecture; Parallel computing; Algorithm; Operations management