| Universe Points Representation Learning for Partial Multi-Graph Matching | | 0.717±0.005 | 0.818 | URL | 2022-12-01 |
| Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers | ✓ Link | 0.628 | | BBGM-Multi | 2020-03-25 |
| Deep Learning of Partial Graph Matching via Differentiable Top-K | ✓ Link | 0.620 | | GCAN-AFAT-U | 2023-01-01 |
| Deep Learning of Partial Graph Matching via Differentiable Top-K | ✓ Link | 0.616 | | GCAN-AFAT-I | 2023-01-01 |
| Deep Graph Matching via Blackbox Differentiation of Combinatorial Solvers | ✓ Link | 0.614 | 0.801 | BBGM | 2020-03-25 |
| Deep Learning of Partial Graph Matching via Differentiable Top-K | ✓ Link | 0.602 | | NGMv2-AFAT-U | 2023-01-01 |
| Learning Constrained Structured Spaces with Application to Multi-Graph Matching | ✓ Link | 0.601 | | Direct-2HGM | 2022-05-03 |
| Deep Learning of Partial Graph Matching via Differentiable Top-K | ✓ Link | 0.599 | | NGMv2-AFAT-I | 2023-01-01 |
| Learning Constrained Structured Spaces with Application to Multi-Graph Matching | ✓ Link | 0.597 | | Direct-2GM | 2022-05-03 |
| Learning Latent Partial Matchings with Gumbel-IPF Networks | ✓ Link | 0.588 | | GUMBEL-IPF | 2024-04-03 |
| Learning Constrained Structured Spaces with Application to Multi-Graph Matching | ✓ Link | 0.575 | | Direct-MGM | 2022-05-03 |
| Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections | | 0.429 | 0.589 | MGM3D | 2021-03-31 |
| GMTR: Graph Matching Transformers | ✓ Link | | 0.8411 | GMT-BBGM | 2023-11-14 |
| GMTR: Graph Matching Transformers | ✓ Link | | 0.836 | GMTR | 2023-11-14 |
| Graph Matching with Bi-level Noisy Correspondence | ✓ Link | | 0.8267 | COMMON | 2022-12-08 |
| Graph-Context Attention Networks for Size-Varied Deep Graph Matching | ✓ Link | | 0.8223 | GCAN | 2022-01-01 |
| Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining | ✓ Link | | 0.814 | CREAM | 2024-03-25 |
| Appearance and Structure Aware Robust Deep Visual Graph Matching: Attack, Defense and Beyond | ✓ Link | | 0.8115 | ASAR-GM | 2022-01-01 |
| GAMnet: Robust Feature Matching via Graph Adversarial-Matching Network | | | 0.807 | GAMnet | 2021-10-17 |
| Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching | ✓ Link | | 0.8040 | NHGM-v2 | 2019-11-26 |
| Adaptive Edge Attention for Graph Matching with Outliers | ✓ Link | | 0.705 | EAGM | 2021-08-19 |
| Deep Graph Matching under Quadratic Constraint | ✓ Link | | 0.703 | qc-DGM2 | 2021-03-11 |
| Deep Graph Matching under Quadratic Constraint | ✓ Link | | 0.693 | qc-DGM1 | 2021-03-11 |
| Hypergraph Neural Networks for Hypergraph Matching | ✓ Link | | 0.680 | HNN-HM | 2021-01-01 |
| Combinatorial Learning of Robust Deep Graph Matching: an Embedding based Approach. | ✓ Link | | 0.6770 | IPCA-GM | 2020-06-29 |
| Learning deep graph matching with channel-independent embedding and Hungarian attention | | | 0.6756 | CIE-H | 2020-01-01 |
| GLMNet: Graph Learning-Matching Networks for Feature Matching | | | 0.675 | GLMNet | 2019-11-18 |
| IA-GM: A Deep Bidirectional Learning Method for Graph Matching | | | 0.6658 | IA-GM | 2021-05-18 |
| Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching | ✓ Link | | 0.6458 | NHGM | 2019-11-26 |
| Neural Graph Matching Network: Learning Lawler's Quadratic Assignment Problem with Extension to Hypergraph and Multiple-graph Matching | ✓ Link | | 0.6413 | NGM | 2019-11-26 |
| Deep Learning of Graph Matching | | | 0.6240 | GMN | 2018-06-01 |