Incompleteness of graph neural networks for points clouds in three dimensions.
Sergey N. PozdnyakovMichele CeriottiPublished in: Mach. Learn. Sci. Technol. (2022)
Keyphrases
- neural network
- graph representation
- random walk
- point sets
- artificial neural networks
- cloud computing
- graph structure
- graph matching
- feature points
- back propagation
- incomplete information
- graph theory
- pattern recognition
- directed acyclic graph
- genetic algorithm
- curve segments
- bipartite graph
- keypoints
- multilayer perceptron
- directed graph
- fault diagnosis
- graph databases
- structured data
- sample points
- graph construction
- graph structures
- dependency graph
- graph based algorithm
- data points
- point distribution