Degenerate similiary (DEN):为了评估分解中每个分量的效果,通过设置Kq=1生成退化边缘相似性,即每个边缘对产生相同的相似性。 Factorized graph matching (FGM):论文实现的方法,有两个版本,FGM-U用于仅具有对称边特征的无向图,FGM-D用于具有对称或非对称边特征有向图。发布...
In this supplementary material, we provide more details of the four steps of our factorized graph matching (FGM) algorithm: (1) the line search for λ, (2) the modified Frank- Wolfe algorithm, (3) the concave-convex procedure and (4) the local vs. global strategy.where avex = tr LT...
=== Introduction === This page contains software and instructions for factorized graph matching (FGM) [1] [2]. In addition, we include the following well-known methods as baselines: spectral matching (SM) [3], spectral matching with affine constraints (SMAC) [4], graduated assignment (GA)...
F-scoreF-score is the boundary accuracy of the predicted mask against the ground truth via a bipartite graph matching, defined as F=2×precision×recallprecision+recallF=2×precision×recallprecision+recall. 2) Quantitative Performance:Table V shows the quantitative results of UVOS on the DAVIS19...
Multi-Modal Entity Alignment (MMEA), aiming to discover matching entity pairs on two multi-modal knowledge graphs (MMKGs), is an essential task in knowledge graph fusion. Through mining feature information of MMKGs, entities are aligned to tackle the issue that an MMKG is incapable of effective...
Evolutionary optimization and the estimation of search distributions with applications to graph bipartitioning We present a theory of population based optimization methods using approximations of search distributions. We prove convergence of the search distribution ... H. Muehlenbein,T Mahnig - 《Internat...