Data‐Driven Information Perception for Complex Industrial Networks of Service Based on Hierarchical Interactive Graph Variational Inference
Sign Up to like & getrecommendations! Published in 2025 at "International Journal of Robust and Nonlinear Control"
DOI: 10.1002/rnc.7908
Abstract: This article proposes a hierarchical interactive graph variational inference (HI‐GVI) approach to solve the data‐driven information perception problem in complex industrial networks of service. In the HI‐GVI approach, a multi‐layer latent graph structure is organized… read more here.
Keywords: variational inference; hierarchical interactive; graph variational; interactive graph ... See more keywords
Hierarchical Interactive Learning Network for Infrared Small Target Detection
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2024.3431955
Abstract: Infrared small target detection (ISTD) is a challenging task due to the small size and lack of intrinsic features. Meanwhile, small targets in the infrared spectrum often exhibit low contrast, which makes them difficult to… read more here.
Keywords: small target; target detection; hierarchical interactive; learning network ... See more keywords
HIGnet: Hierarchical and Interactive Gate Networks for Item Recommendation
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Intelligent Systems"
DOI: 10.1109/mis.2020.3005928
Abstract: Existing research exploits the semantic information from reviews to complement user-item interactions for item recommendation. However, as these approaches either defer the user-item interactions until the prediction layer or simply concatenate all the reviews of… read more here.
Keywords: item; item recommendation; user item; hierarchical interactive ... See more keywords
Hierarchical and Interactive Refinement Network for Edge-Preserving Salient Object Detection
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Image Processing"
DOI: 10.1109/tip.2020.3027992
Abstract: Salient object detection has undergone a very rapid development with the blooming of Deep Neural Network (DNN), which is usually taken as an important preprocessing procedure in various computer vision tasks. However, the down-sampling operations,… read more here.
Keywords: object detection; salient object; hierarchical interactive; edge ... See more keywords