Graph Matching
7개 벤치마크 · 논문 515편 · 이 태스크의 논문 보기 →
Benchmarks
PASCAL VOC
Willow Object Class
SPair-71k
IMCPT-SparseGM-100
IMCPT-SparseGM-50
RARE
CUB
Most implemented
MolGAN: An implicit generative model for small molecular graphs
graph2vec: Learning Distributed Representations of Graphs
Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers
GraphEcho: Graph-Driven Unsupervised Domain Adaptation for Echocardiogram Video Segmentation
Papers
Achieving Almost Exact Recovery in Almost Quadratic Time: Rank-Based Graph Matching via Local Tree Correlation Tests
This paper studies graph matching under the correlated $\text{Erdős-Rényi}$ (ER) graph pair model. This model first samples an $\mathrm{ER}(n,\fracλ{ns})$ base graph, whose edges are then independently subsampled twice w…
Graph MatchingDiffusion enabled Optimal Transport distances for graph matching
This paper introduces Diffusion Semi-Relaxed Fused Gromov-Wasserstein (DsrFGW), a novel method for graph comparison that unifies node features and structural connectivity through optimal transport. While traditional Grom…
Graph MatchingConfidence-feedback-weighted graph matching network: online-offline laser-induced damage site matching under complex interference
Online inspection images of final optics in high-power laser facilities contain pseudo-damage sites that closely resemble true damage sites. Determining the authenticity of online-detected sites is therefore difficult an…
Graph MatchingGraphBEV++: Multi-Modal Feature Alignment for Autonomous Driving
Feature misalignment in BEV perception is a critical yet often overlooked challenge in autonomous driving, especially under calibration uncertainties between LiDAR and camera sensors. To address this issue, we propose a …
Autonomous DrivingGraph MatchingSGM-SLAM: Scene Graph Matching for Data-Efficient Distributed SLAM
We introduce a data-efficient distributed Simultaneous Localization and Mapping (SLAM) framework designed for a team of robots equipped with LiDAR, cameras, and inertial sensors. Our framework uses scene graph matching t…
Graph MatchingPoint CloudsGMN4AD: Graph Matching Network for Alzheimer's Disease Diagnosis with Test-Time Domain Adaptation using Multi-centered Structure Magnetic Resonance Imaging
Alzheimer's Disease (AD) is a progressive neurodegenerative disorder that affects millions of older adults, with prevalence expected to rise significantly in the coming years. Early diagnosis, particularly during the mil…
Contrastive LearningDomain AdaptationGraph Matching