Fine-Grained Semantics-Enhanced Graph Neural Network Model for Person-Job Fit. [PDF]
Xue X +9 more
europepmc +1 more source
Flexible Strain Sensor Enabled by Back Propagation Neural Network for Gesture Recognition
By combining 3D printing with microfluidics, a flexible strain sensor has been developed in a convenient, safe, and effective way. Consisting of a conductive microfiber with a polyurethane shell and a liquid metal core, the sensor exhibits excellent conductivity and stretchability.
Yikai Wu +4 more
wiley +1 more source
Image region semantic enhancement and symmetric semantic completion for text-to-image person search. [PDF]
Tuo T +5 more
europepmc +1 more source
Improving Long‐Term Glucose Prediction Accuracy with Uncertainty‐Estimated ProbSparse‐Transformer
Wearable devices collect blood glucose and other physiological data, which serve as inputs to the prediction model. After data embedding, a structure utilizing ProbSparse self‐attention and a one‐step generative head within a Transformer‐based model is introduced, which is concurrently designed for deployment on edge devices, enabling real‐time ...
Wei Huang +5 more
wiley +1 more source
Multi-Modal Topology-Aware Graph Neural Network for Robust Chemical-Protein Interaction Prediction. [PDF]
Wang J.
europepmc +1 more source
A novel medical image segmentation framework that integrates an enhanced Particle Swarm Optimization (EE‐PSO) into DeepLabV3+ to optimize feature selection. By dynamically identifying key channels in the atrous spatial pyramid pooling module, the method improves segmentation performance, achieving mIoU gains of 2.7% on Alzheimer's and 2.8% on brain ...
Alireza Norouziazad +8 more
wiley +1 more source
CrossAlignNet: a self-supervised feature learning framework for 3D point cloud understanding. [PDF]
Wang F, Dong X, Wu J, Zhang W, Zhou T.
europepmc +1 more source
This article introduces EndoARSS, a novel multitask learning framework that combines surgical activity recognition and semantic segmentation for endoscopic surgery. Utilizing the foundation model with novel modules like task efficient shared low‐rank adapters and spatially aware multiscale attention, EndoARSS can effectively tackle challenges in ...
Guankun Wang +5 more
wiley +1 more source
Leveraging word embeddings to enhance co-occurrence networks: A statistical analysis. [PDF]
Amancio DR, Machicao J, Quispe LVC.
europepmc +1 more source
Optical Neuromorphic Technology Catalyzes the Next‐Generation Mobile Communication Technology
Advancements in optical computing could revolutionize next‐generation wireless communication. The review highlights the role of photonic integrated circuits in implementing neural network operations and discusses their benefits, such as high computational density.
Xiaoxiong Song +6 more
wiley +1 more source

