AIMC Topic: Pattern Recognition, Automated

Clear Filters Showing 271 to 280 of 1671 articles

A fast saddle-point dynamical system approach to robust deep learning.

Neural networks : the official journal of the International Neural Network Society Feb 26, 2021
Recent focus on robustness to adversarial attacks for deep neural networks produced a large variety of algorithms for training robust models. Most of the effective algorithms involve solving the min-max optimization problem for training robust models...
Algorithms Neural Networks, Computer Deep Learning Databases, Factual Pattern Recognition, Automated
View on PubMed DOI

Dense Residual Network: Enhancing global dense feature flow for character recognition.

Neural networks : the official journal of the International Neural Network Society Feb 25, 2021
Deep Convolutional Neural Networks (CNNs), such as Dense Convolutional Network (DenseNet), have achieved great success for image representation learning by capturing deep hierarchical features. However, most existing network architectures of simply s...
Neural Networks, Computer Deep Learning Pattern Recognition, Automated
View on PubMed DOI

Visual question answering based on local-scene-aware referring expression generation.

Neural networks : the official journal of the International Neural Network Society Feb 24, 2021
Visual question answering requires a deep understanding of both images and natural language. However, most methods mainly focus on visual concept; such as the relationships between various objects. The limited use of object categories combined with t...
Pattern Recognition, Automated Natural Language Processing Neural Networks, Computer
View on PubMed DOI

Synchronization criteria of delayed inertial neural networks with generally Markovian jumping.

Neural networks : the official journal of the International Neural Network Society Feb 24, 2021
In this paper, the synchronization problem of inertial neural networks with time-varying delays and generally Markovian jumping is investigated. The second order differential equations are transformed into the first-order differential equations by ut...
Algorithms Pattern Recognition, Automated Time Factors Uncertainty Neural Networks, Computer Markov Chains
View on PubMed DOI

Intraoral radiograph anatomical region classification using neural networks.

International journal of computer assisted radiology and surgery Feb 24, 2021
PURPOSE: Dental radiography represents 13% of all radiological diagnostic imaging. Eliminating the need for manual classification of digital intraoral radiographs could be especially impactful in terms of time savings and metadata quality. However, a...
Neural Networks, Computer Software Humans Female Reproducibility of Results Retrospective Studies Computer Simulation Radiographic Image Interpretation, Computer-Assisted Male Models, Statistical Radiography, Dental Middle Aged Pattern Recognition, Automated Adult
View on PubMed DOI

Multi-Path and Group-Loss-Based Network for Speech Emotion Recognition in Multi-Domain Datasets.

Sensors (Basel, Switzerland) Feb 24, 2021
Speech emotion recognition (SER) is a natural method of recognizing individual emotions in everyday life. To distribute SER models to real-world applications, some key challenges must be overcome, such as the lack of datasets tagged with emotion labe...
Emotions Pattern Recognition, Automated Speech Humans Databases, Factual Machine Learning
View on PubMed DOI

End-to-end novel visual categories learning via auxiliary self-supervision.

Neural networks : the official journal of the International Neural Network Society Feb 23, 2021
Semi-supervised learning has largely alleviated the strong demand for large amount of annotations in deep learning. However, most of the methods have adopted a common assumption that there is always labeled data from the same class of unlabeled data,...
Pattern Recognition, Automated Algorithms Supervised Machine Learning
View on PubMed DOI

ScatT-LOOP: scattering tetrolet-LOOP descriptor and optimized NN for iris recognition at-a-distance.

Biomedizinische Technik. Biomedical engineering Feb 22, 2021
Iris Recognition at-a Distance (IAAD) is a major challenge for researchers due to the defects associated with the visual imaging and poor image quality in dynamic environments, which imposed bad impacts on the accuracy of recognition. Thus, in order ...
Artificial Intelligence Algorithms Neural Networks, Computer Iris Biometry Pattern Recognition, Automated Image Interpretation, Computer-Assisted
View on PubMed DOI

Self-augmentation: Generalizing deep networks to unseen classes for few-shot learning.

Neural networks : the official journal of the International Neural Network Society Feb 17, 2021
Few-shot learning aims to classify unseen classes with a few training examples. While recent works have shown that standard mini-batch training with carefully designed training strategies can improve generalization ability for unseen classes, well-kn...
Machine Learning Pattern Recognition, Automated Image Processing, Computer-Assisted
View on PubMed DOI

Improved deep CNNs based on Nonlinear Hybrid Attention Module for image classification.

Neural networks : the official journal of the International Neural Network Society Feb 12, 2021
Recent years have witnessed numerous successful applications of incorporating attention module into feed-forward convolutional neural networks. Along this line of research, we design a novel lightweight general-purpose attention module by simultaneou...
Pattern Recognition, Automated Image Processing, Computer-Assisted Nonlinear Dynamics Machine Learning
View on PubMed DOI
Popular Topics
Recent Journals