Empowering GNNs via Edge-Aware Weisfeiler-Leman Algorithm.
Meng LiuHaiyang YuShuiwang JiPublished in: Trans. Mach. Learn. Res. (2024)
Keyphrases
- times faster
- computational cost
- learning algorithm
- detection algorithm
- theoretical analysis
- dynamic programming
- recognition algorithm
- optimization algorithm
- high accuracy
- objective function
- k means
- preprocessing
- cost function
- np hard
- computational complexity
- experimental evaluation
- improved algorithm
- segmentation method
- expectation maximization
- neural network
- segmentation algorithm
- convergence rate
- cubic spline interpolation
- clustering method
- edge detection
- worst case
- significant improvement
- search space
- image segmentation
- image processing