Graph neural network model learns design element links for sharper style transfer
A new study proposes a graph neural network tuned by a modified zebra optimization algorithm that models relationships among visual ...
Tag: deep learning
Capsule Networks Push Antimicrobial Peptide Prediction Past 97 Percent Accuracy
A capsule neural network model called AMP-CapsNet achieved 97.29 percent test accuracy in classifying antimicrobial peptides when using dipeptide composition ...
AI Counts Wheat Seedlings From Drone Images Using Only Dot Annotations
A new point-supervised deep learning model counts wheat seedlings in drone images using only dot annotations while also mapping their ...
Vision Mamba Network Sharpens Optic Disc Segmentation for Glaucoma Screening
A new Vision Mamba-based network with enhanced edge-guided attention achieves competitive optic disc and cup segmentation across four fundus image ...
Deep Learning Model Predicts Pituitary Tumor Subtypes from Routine Slides
A clinically conditional deep learning model combining whole-slide images with clinical features predicted five pituitary neuroendocrine tumor subtypes with 91.8% ...
One Click Picks the Fruit: Robot Harvesting Learns New Targets from a Single Image
Researchers report a one-shot detection method that lets orchard workers specify a harvesting target with a single click, reaching 57.78 ...
Taxonomy Reveals When Channel Interactions Help Long-Term Forecasting
A unified taxonomy of long-term forecasting models shows that channel-independent designs excel on simple benchmarks while channel-dependent designs gain an ...
Small neural network sharpens gene alignment across species
A compact deep-learning model called minisplice learns splice signals across vertebrates and insects and, when integrated into minimap2 and miniprot, ...
AI Network Reads Rotating Polarizer Views to Trace Thin Mineral Grain Edges
VISTA-Edge weights seven rotating polarizer views pixel by pixel to outperform existing baselines on petrographic thin-section edge segmentation.
Deep Learning Model Reads Concrete Bridge Photos and Flags Multiple Defects at Once
A fine-tuned VGG16 network achieved 84.0 percent subset accuracy and an 85.2 percent micro-averaged F1-score on a held-out test set ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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