A lightweight semantic‐enhanced interactive network for efficient short‐text matching
Sign Up to like & getrecommendations! Published in 2022 at "Journal of the Association for Information Science and Technology"
DOI: 10.1002/asi.24731
Abstract: Knowledge‐enhanced short‐text matching has been a significant task attracting much attention in recent years. However, the existing approaches cannot effectively balance effect and efficiency. Effective models usually consist of complex network structures leading to slow… read more here.
Keywords: short text; network; lightweight semantic; text matching ... See more keywords
A lightweight semantic segmentation method for concrete bridge surface diseases based on improved DeeplabV3+
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-95518-5
Abstract: Due to the similar features of different diseases and insufficient semantic information of small area diseases in the surface disease image of concrete bridges, the existing semantic segmentation models for identifying surface diseases in concrete… read more here.
Keywords: segmentation; surface diseases; semantic segmentation; improved deeplabv3 ... See more keywords
Forest: A Lightweight Semantic Image Descriptor for Robust Visual Place Recognition
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2022.3219030
Abstract: Visual place recognition (VPR) is the process of identifying previously visited places using visual information. It is crucial for a robot to achieve fast and accurate VPR under appearance and viewpoint changes. Inspired by human… read more here.
Keywords: semantic image; lightweight semantic; descriptor; visual place ... See more keywords
Ghost Convolutional Neural Network-Based Lightweight Semantic Communications for Wireless Image Classification
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Wireless Communications Letters"
DOI: 10.1109/lwc.2025.3527145
Abstract: Most convolutional neural network (CNN)-based lightweight semantic communication (SemCom) schemes mainly focus on reducing the number of regular convolutional modules to reduce the semantic encoder (SemEnc) complexity. However, this approach has limited ability to reduce… read more here.
Keywords: classification; based lightweight; convolutional neural; wireless image ... See more keywords
Instant_Anonymity: A Lightweight Semantic Privacy Guarantee for 5G-Enabled IIoT
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3179536
Abstract: Data publication and sharing are critical components of assessing network infrastructures in the Internet of Things for quality-of-service enhancement. Especially, the advancement in communication technology (e.g., 5G/6G) enables the improvement of the current bottlenecks in… read more here.
Keywords: lightweight semantic; privacy guarantee; privacy; semantic privacy ... See more keywords