Beyond Homophily and Homogeneity Assumption: Relation-Based Frequency Adaptive Graph Neural Networks.
Sign Up to like & getrecommendations! Published in 2023 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3230417
Abstract: Graph neural networks (GNNs) have been playing important roles in various graph-related tasks. However, most existing GNNs are based on the assumption of homophily, so they cannot be directly generalized to heterophily settings where connected… read more here.
Keywords: neural networks; based frequency; frequency adaptive; relation based ... See more keywords
A Digital Frequency Adaptive Synchronization Unit for On- and Off-Grid Systems
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Power Delivery"
DOI: 10.1109/tpwrd.2017.2650480
Abstract: This paper presents the analysis and implementation details of a frequency adaptive synchronization unit (FASU) capable of extracting the positive, negative, and zero sequence components of a three-phase signal as well as real-time tracking of… read more here.
Keywords: frequency; frequency adaptive; adaptive synchronization; synchronization unit ... See more keywords
FAmesh: Generating Frequency Adaptive Meshes from Single Images under 2D Hole Constraints
Sign Up to like & getrecommendations! Published in 2023 at "Applied Sciences"
DOI: 10.3390/app13105995
Abstract: Reconstructing 3D models from a single image has numerous applications in fields such as VR/AR, medical imaging, and gaming. However, most mesh-based methods are limited by the use of 0-genus initial templates, which makes it… read more here.
Keywords: topology; frequency; frequency adaptive; adaptive meshes ... See more keywords