AIMC Topic: Semantics

Clear Filters Showing 211 to 220 of 1420 articles

Bagging Improves the Performance of Deep Learning-Based Semantic Segmentation with Limited Labeled Images: A Case Study of Crop Segmentation for High-Throughput Plant Phenotyping.

Sensors (Basel, Switzerland) May 26, 2024
Advancements in imaging, computer vision, and automation have revolutionized various fields, including field-based high-throughput plant phenotyping (FHTPP). This integration allows for the rapid and accurate measurement of plant traits. Deep Convolu...
Semantics Neural Networks, Computer Deep Learning Phenotype Zea mays Image Processing, Computer-Assisted Crops, Agricultural
View on PubMed DOI

Multi-grained visual pivot-guided multi-modal neural machine translation with text-aware cross-modal contrastive disentangling.

Neural networks : the official journal of the International Neural Network Society May 23, 2024
The goal of multi-modal neural machine translation (MNMT) is to incorporate language-agnostic visual information into text to enhance the performance of machine translation. However, due to the inherent differences between image and text, these two m...
Humans Semantics Neural Networks, Computer Language
View on PubMed DOI

Diverse task-driven modeling of macaque V4 reveals functional specialization towards semantic tasks.

PLoS computational biology May 23, 2024
Responses to natural stimuli in area V4-a mid-level area of the visual ventral stream-are well predicted by features from convolutional neural networks (CNNs) trained on image classification. This result has been taken as evidence for the functional ...
Photic Stimulation Macaca mulatta Neurons Semantics Visual Cortex Macaca Neural Networks, Computer Computational Biology Models, Neurological Animals
View on PubMed DOI

Enhancing the coverage of SemRep using a relation classification approach.

Journal of biomedical informatics May 21, 2024
OBJECTIVE: Relation extraction is an essential task in the field of biomedical literature mining and offers significant benefits for various downstream applications, including database curation, drug repurposing, and literature-based discovery. The b...
MEDLINE Algorithms Data Mining Databases, Factual Semantics Natural Language Processing Humans PubMed
View on PubMed DOI

Unsupervised domain adaptive segmentation algorithm based on two-level category alignment.

Neural networks : the official journal of the International Neural Network Society May 20, 2024
To enhance the model's generalization ability in unsupervised domain adaptive segmentation tasks, most approaches have primarily focused on pixel-level local features, but neglected the clue in category information. This limitation results in the seg...
Neural Networks, Computer Algorithms Unsupervised Machine Learning Semantics Image Processing, Computer-Assisted Humans
View on PubMed DOI

Structure enhanced prototypical alignment for unsupervised cross-domain node classification.

Neural networks : the official journal of the International Neural Network Society May 18, 2024
Graph Neural Networks (GNNs) have demonstrated remarkable success in graph node classification task. However, their performance heavily relies on the availability of high-quality labeled data, which can be time-consuming and labor-intensive to acquir...
Semantics Algorithms Unsupervised Machine Learning Humans Neural Networks, Computer
View on PubMed DOI

Intrinsically explainable deep learning architecture for semantic segmentation of histological structures in heart tissue.

Computers in biology and medicine May 18, 2024
BACKGROUND: Analysis of structures contained in tissue samples and the relevant contextual information is of utmost importance to histopathologists during diagnosis. Cardiac biopsies require in-depth analysis of the relationships between biological s...
Heart Image Processing, Computer-Assisted Semantics Myocardium Humans Deep Learning
View on PubMed DOI

Computational reconstruction of mental representations using human behavior.

Nature communications May 17, 2024
Revealing how the mind represents information is a longstanding goal of cognitive science. However, there is currently no framework for reconstructing the broad range of mental representations that humans possess. Here, we ask participants to indicat...
Humans Neural Networks, Computer Female Semantics Photic Stimulation Behavior Male Young Adult Visual Perception Cognition Adult
View on PubMed DOI

Intelligent fault detection strategy for knowledge entities in fault semantic networks of distribution network based on siamese networks.

PloS one May 16, 2024
The advent of smart grid technologies has brought about a paradigm shift in the management and operation of distribution networks, allowing for intricate system information to be encapsulated within semantic network models. These models, while robust...
Computer Simulation Neural Networks, Computer Semantics Algorithms
View on PubMed DOI

Assessment of changes in vessel area during needle manipulation in microvascular anastomosis using a deep learning-based semantic segmentation algorithm: A pilot study.

Neurosurgical review May 9, 2024
Appropriate needle manipulation to avoid abrupt deformation of fragile vessels is a critical determinant of the success of microvascular anastomosis. However, no study has yet evaluated the area changes in surgical objects using surgical videos. The ...
Pilot Projects Humans Clinical Competence Algorithms Microsurgery Anastomosis, Surgical Needles Deep Learning Semantics Vascular Surgical Procedures
View on PubMed DOI
Popular Topics
Recent Journals