├── .gitignore ├── .readthedocs.yml ├── Dockerfile ├── README.md ├── data └── PascalVOC │ └── voc2011_pairs.npz ├── docker_run.sh ├── docs ├── Makefile ├── _templates │ ├── class-template.rst │ └── module-template.rst ├── api │ └── src.rst ├── conf.py ├── guide │ ├── experiment.rst │ ├── installation.rst │ ├── introduction.rst │ └── models.rst ├── images │ ├── build_graphs_GH.png │ ├── factorized_graph_matching.png │ ├── molecules.png │ ├── movie_synopses.png │ └── superglue.png ├── index.rst ├── make.bat └── requirements.txt ├── eval.py ├── eval_qap.py ├── experiments ├── gmn_pl_synthetic.yaml ├── gmn_synthetic.yaml ├── gurobi_qaplib.yaml ├── ngm_qaplib.yaml ├── ngm_synthetic.yaml ├── ngm_vanilla_synthetic.yaml ├── nhgm_synthetic.yaml ├── nmgm_synthetic.yaml ├── pca_ol_synthetic.yaml ├── pca_pl_synthetic.yaml ├── pcacie_qaplib.yaml ├── rrwm_pl_synthetic.yaml ├── vgg16_bbgm_voc.yaml ├── vgg16_bbgm_voc_cl.yaml ├── vgg16_bbgm_willow.yaml ├── vgg16_cie_imcpt.yaml ├── vgg16_cie_voc.yaml ├── vgg16_cie_willow.yaml ├── vgg16_gann-gm_cub.yaml ├── vgg16_gann-gm_imcpt.yaml ├── vgg16_gann-gm_voc-all.yaml ├── vgg16_gann-gm_willow.yaml ├── vgg16_gann-mgm3_cub.yaml ├── vgg16_gann-mgm3_imcpt.yaml ├── vgg16_gann-mgm3_voc.yaml ├── vgg16_gann-mgm3_willow.yaml ├── vgg16_gann-mgm_cub.yaml ├── vgg16_gann-mgm_imcpt.yaml ├── vgg16_gann-mgm_voc-all.yaml ├── vgg16_gann-mgm_willow.yaml ├── vgg16_gmn_cub.yaml ├── vgg16_gmn_imcpt.yaml ├── vgg16_gmn_voc-all.yaml ├── vgg16_gmn_voc.yaml ├── vgg16_gmn_willow.yaml ├── vgg16_ipca_voc.yaml ├── vgg16_ipca_willow.yaml ├── vgg16_ngm_voc.yaml ├── vgg16_ngm_willow.yaml ├── vgg16_ngmv2_voc.yaml ├── vgg16_ngmv2_voc_cl.yaml ├── vgg16_ngmv2_willow.yaml ├── vgg16_nhgm_voc.yaml ├── vgg16_nhgm_willow.yaml ├── vgg16_nhgmv2_voc.yaml ├── vgg16_nhgmv2_willow.yaml ├── vgg16_nmgm_willow.yaml ├── vgg16_nmgmv2_willow.yaml ├── vgg16_pca_cub.yaml ├── vgg16_pca_imcpt.yaml ├── vgg16_pca_voc.yaml └── vgg16_pca_willow.yaml ├── models ├── BBGM │ ├── README.md │ ├── affinity_layer.py │ ├── model.py │ ├── model_config.py │ └── sconv_archs.py ├── CIE │ ├── README.md │ ├── model.py │ └── model_config.py ├── GANN │ ├── README.md │ ├── graduated_assignment.py │ ├── model.py │ └── model_config.py ├── GMN │ ├── README.md │ ├── affinity_layer.py │ ├── model.py │ ├── model_config.py │ └── voting_layer.py ├── GUROBI │ ├── model.py │ └── model_config.py ├── NGM │ ├── README.md │ ├── geo_edge_feature.py │ ├── gnn.py │ ├── hypermodel.py │ ├── hypermodel_v2.py │ ├── mgmmodel.py │ ├── model.py │ ├── model_config.py │ └── model_v2.py └── PCA │ ├── README.md │ ├── affinity_layer.py │ ├── model.py │ └── model_config.py ├── singularity.def ├── singularity_run.sh ├── src ├── __init__.py ├── backbone.py ├── build_graphs.py ├── dataset │ ├── __init__.py │ ├── base_dataset.py │ ├── cub2011.py │ ├── data_loader.py │ ├── dataset_config.py │ ├── imc_pt_sparsegm.py │ ├── pascal_voc.py │ ├── qaplib.py │ ├── synthetic.py │ └── willow_obj.py ├── displacement_layer.py ├── evaluation_metric.py ├── extension │ ├── bilinear_diag │ │ ├── bilinear_diag.cpp │ │ └── bilinear_diag_cuda.cu │ └── sparse_dot │ │ ├── csr_dot_csc_cuda.cu │ │ ├── csr_dot_diag_cuda.cu │ │ └── sparse_dot.cpp ├── factorize_graph_matching.py ├── feature_align.py ├── gconv.py ├── lap_solvers │ ├── __init__.py │ ├── hungarian.py │ ├── neural_lap.py │ └── sinkhorn.py ├── loss_func.py ├── parallel │ ├── __init__.py │ ├── data_parallel.py │ └── scatter_gather.py ├── plane_stochastic.py ├── pointer_net.py ├── qap_solvers │ ├── __init__.py │ ├── gurobi_qap.py │ ├── rrwhm.py │ ├── rrwm.py │ └── spectral_matching.py ├── sparse_torch │ ├── __init__.py │ └── csx_matrix.py ├── spectral_clustering.py ├── ssl │ ├── augmentation.py │ └── test.jpg └── utils │ ├── __init__.py │ ├── c_loss.py │ ├── config.py │ ├── count_model_params.py │ ├── data_to_cuda.py │ ├── dup_stdout_manager.py │ ├── gpu_memory.py │ ├── model_sl.py │ ├── pad_tensor.py │ ├── parse_args.py │ ├── print_easydict.py │ ├── projected_gradient_decent_matching.py │ ├── sparse.py │ └── timer.py ├── synthetic_experiment.py ├── train_eval.py ├── train_eval_qap.py └── visualize.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/.gitignore -------------------------------------------------------------------------------- /.readthedocs.yml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/.readthedocs.yml -------------------------------------------------------------------------------- /Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/Dockerfile -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/README.md -------------------------------------------------------------------------------- /data/PascalVOC/voc2011_pairs.npz: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/data/PascalVOC/voc2011_pairs.npz -------------------------------------------------------------------------------- /docker_run.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docker_run.sh -------------------------------------------------------------------------------- /docs/Makefile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/Makefile -------------------------------------------------------------------------------- /docs/_templates/class-template.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/_templates/class-template.rst -------------------------------------------------------------------------------- /docs/_templates/module-template.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/_templates/module-template.rst -------------------------------------------------------------------------------- /docs/api/src.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/api/src.rst -------------------------------------------------------------------------------- /docs/conf.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/conf.py -------------------------------------------------------------------------------- /docs/guide/experiment.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/guide/experiment.rst -------------------------------------------------------------------------------- /docs/guide/installation.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/guide/installation.rst -------------------------------------------------------------------------------- /docs/guide/introduction.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/guide/introduction.rst -------------------------------------------------------------------------------- /docs/guide/models.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/guide/models.rst -------------------------------------------------------------------------------- /docs/images/build_graphs_GH.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/images/build_graphs_GH.png -------------------------------------------------------------------------------- /docs/images/factorized_graph_matching.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/images/factorized_graph_matching.png -------------------------------------------------------------------------------- /docs/images/molecules.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/images/molecules.png -------------------------------------------------------------------------------- /docs/images/movie_synopses.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/images/movie_synopses.png -------------------------------------------------------------------------------- /docs/images/superglue.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/images/superglue.png -------------------------------------------------------------------------------- /docs/index.rst: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/index.rst -------------------------------------------------------------------------------- /docs/make.bat: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/make.bat -------------------------------------------------------------------------------- /docs/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/docs/requirements.txt -------------------------------------------------------------------------------- /eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/eval.py -------------------------------------------------------------------------------- /eval_qap.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/eval_qap.py -------------------------------------------------------------------------------- /experiments/gmn_pl_synthetic.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/gmn_pl_synthetic.yaml -------------------------------------------------------------------------------- /experiments/gmn_synthetic.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/gmn_synthetic.yaml -------------------------------------------------------------------------------- /experiments/gurobi_qaplib.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/gurobi_qaplib.yaml -------------------------------------------------------------------------------- /experiments/ngm_qaplib.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/ngm_qaplib.yaml -------------------------------------------------------------------------------- /experiments/ngm_synthetic.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/ngm_synthetic.yaml -------------------------------------------------------------------------------- /experiments/ngm_vanilla_synthetic.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/ngm_vanilla_synthetic.yaml -------------------------------------------------------------------------------- /experiments/nhgm_synthetic.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/nhgm_synthetic.yaml -------------------------------------------------------------------------------- /experiments/nmgm_synthetic.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/nmgm_synthetic.yaml -------------------------------------------------------------------------------- /experiments/pca_ol_synthetic.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/pca_ol_synthetic.yaml -------------------------------------------------------------------------------- /experiments/pca_pl_synthetic.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/pca_pl_synthetic.yaml -------------------------------------------------------------------------------- /experiments/pcacie_qaplib.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/pcacie_qaplib.yaml -------------------------------------------------------------------------------- /experiments/rrwm_pl_synthetic.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/rrwm_pl_synthetic.yaml -------------------------------------------------------------------------------- /experiments/vgg16_bbgm_voc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_bbgm_voc.yaml -------------------------------------------------------------------------------- /experiments/vgg16_bbgm_voc_cl.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_bbgm_voc_cl.yaml -------------------------------------------------------------------------------- /experiments/vgg16_bbgm_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_bbgm_willow.yaml -------------------------------------------------------------------------------- /experiments/vgg16_cie_imcpt.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_cie_imcpt.yaml -------------------------------------------------------------------------------- /experiments/vgg16_cie_voc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_cie_voc.yaml -------------------------------------------------------------------------------- /experiments/vgg16_cie_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_cie_willow.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gann-gm_cub.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gann-gm_cub.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gann-gm_imcpt.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gann-gm_imcpt.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gann-gm_voc-all.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gann-gm_voc-all.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gann-gm_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gann-gm_willow.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gann-mgm3_cub.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gann-mgm3_cub.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gann-mgm3_imcpt.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gann-mgm3_imcpt.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gann-mgm3_voc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gann-mgm3_voc.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gann-mgm3_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gann-mgm3_willow.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gann-mgm_cub.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gann-mgm_cub.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gann-mgm_imcpt.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gann-mgm_imcpt.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gann-mgm_voc-all.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gann-mgm_voc-all.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gann-mgm_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gann-mgm_willow.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gmn_cub.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gmn_cub.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gmn_imcpt.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gmn_imcpt.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gmn_voc-all.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gmn_voc-all.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gmn_voc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gmn_voc.yaml -------------------------------------------------------------------------------- /experiments/vgg16_gmn_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_gmn_willow.yaml -------------------------------------------------------------------------------- /experiments/vgg16_ipca_voc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_ipca_voc.yaml -------------------------------------------------------------------------------- /experiments/vgg16_ipca_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_ipca_willow.yaml -------------------------------------------------------------------------------- /experiments/vgg16_ngm_voc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_ngm_voc.yaml -------------------------------------------------------------------------------- /experiments/vgg16_ngm_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_ngm_willow.yaml -------------------------------------------------------------------------------- /experiments/vgg16_ngmv2_voc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_ngmv2_voc.yaml -------------------------------------------------------------------------------- /experiments/vgg16_ngmv2_voc_cl.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_ngmv2_voc_cl.yaml -------------------------------------------------------------------------------- /experiments/vgg16_ngmv2_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_ngmv2_willow.yaml -------------------------------------------------------------------------------- /experiments/vgg16_nhgm_voc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_nhgm_voc.yaml -------------------------------------------------------------------------------- /experiments/vgg16_nhgm_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_nhgm_willow.yaml -------------------------------------------------------------------------------- /experiments/vgg16_nhgmv2_voc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_nhgmv2_voc.yaml -------------------------------------------------------------------------------- /experiments/vgg16_nhgmv2_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_nhgmv2_willow.yaml -------------------------------------------------------------------------------- /experiments/vgg16_nmgm_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_nmgm_willow.yaml -------------------------------------------------------------------------------- /experiments/vgg16_nmgmv2_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_nmgmv2_willow.yaml -------------------------------------------------------------------------------- /experiments/vgg16_pca_cub.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_pca_cub.yaml -------------------------------------------------------------------------------- /experiments/vgg16_pca_imcpt.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_pca_imcpt.yaml -------------------------------------------------------------------------------- /experiments/vgg16_pca_voc.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_pca_voc.yaml -------------------------------------------------------------------------------- /experiments/vgg16_pca_willow.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/experiments/vgg16_pca_willow.yaml -------------------------------------------------------------------------------- /models/BBGM/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/BBGM/README.md -------------------------------------------------------------------------------- /models/BBGM/affinity_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/BBGM/affinity_layer.py -------------------------------------------------------------------------------- /models/BBGM/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/BBGM/model.py -------------------------------------------------------------------------------- /models/BBGM/model_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/BBGM/model_config.py -------------------------------------------------------------------------------- /models/BBGM/sconv_archs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/BBGM/sconv_archs.py -------------------------------------------------------------------------------- /models/CIE/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/CIE/README.md -------------------------------------------------------------------------------- /models/CIE/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/CIE/model.py -------------------------------------------------------------------------------- /models/CIE/model_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/CIE/model_config.py -------------------------------------------------------------------------------- /models/GANN/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/GANN/README.md -------------------------------------------------------------------------------- /models/GANN/graduated_assignment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/GANN/graduated_assignment.py -------------------------------------------------------------------------------- /models/GANN/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/GANN/model.py -------------------------------------------------------------------------------- /models/GANN/model_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/GANN/model_config.py -------------------------------------------------------------------------------- /models/GMN/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/GMN/README.md -------------------------------------------------------------------------------- /models/GMN/affinity_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/GMN/affinity_layer.py -------------------------------------------------------------------------------- /models/GMN/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/GMN/model.py -------------------------------------------------------------------------------- /models/GMN/model_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/GMN/model_config.py -------------------------------------------------------------------------------- /models/GMN/voting_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/GMN/voting_layer.py -------------------------------------------------------------------------------- /models/GUROBI/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/GUROBI/model.py -------------------------------------------------------------------------------- /models/GUROBI/model_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/GUROBI/model_config.py -------------------------------------------------------------------------------- /models/NGM/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/NGM/README.md -------------------------------------------------------------------------------- /models/NGM/geo_edge_feature.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/NGM/geo_edge_feature.py -------------------------------------------------------------------------------- /models/NGM/gnn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/NGM/gnn.py -------------------------------------------------------------------------------- /models/NGM/hypermodel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/NGM/hypermodel.py -------------------------------------------------------------------------------- /models/NGM/hypermodel_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/NGM/hypermodel_v2.py -------------------------------------------------------------------------------- /models/NGM/mgmmodel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/NGM/mgmmodel.py -------------------------------------------------------------------------------- /models/NGM/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/NGM/model.py -------------------------------------------------------------------------------- /models/NGM/model_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/NGM/model_config.py -------------------------------------------------------------------------------- /models/NGM/model_v2.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/NGM/model_v2.py -------------------------------------------------------------------------------- /models/PCA/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/PCA/README.md -------------------------------------------------------------------------------- /models/PCA/affinity_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/PCA/affinity_layer.py -------------------------------------------------------------------------------- /models/PCA/model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/PCA/model.py -------------------------------------------------------------------------------- /models/PCA/model_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/models/PCA/model_config.py -------------------------------------------------------------------------------- /singularity.def: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/singularity.def -------------------------------------------------------------------------------- /singularity_run.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/singularity_run.sh -------------------------------------------------------------------------------- /src/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/backbone.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/backbone.py -------------------------------------------------------------------------------- /src/build_graphs.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/build_graphs.py -------------------------------------------------------------------------------- /src/dataset/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/dataset/__init__.py -------------------------------------------------------------------------------- /src/dataset/base_dataset.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/dataset/base_dataset.py -------------------------------------------------------------------------------- /src/dataset/cub2011.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/dataset/cub2011.py -------------------------------------------------------------------------------- /src/dataset/data_loader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/dataset/data_loader.py -------------------------------------------------------------------------------- /src/dataset/dataset_config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/dataset/dataset_config.py -------------------------------------------------------------------------------- /src/dataset/imc_pt_sparsegm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/dataset/imc_pt_sparsegm.py -------------------------------------------------------------------------------- /src/dataset/pascal_voc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/dataset/pascal_voc.py -------------------------------------------------------------------------------- /src/dataset/qaplib.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/dataset/qaplib.py -------------------------------------------------------------------------------- /src/dataset/synthetic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/dataset/synthetic.py -------------------------------------------------------------------------------- /src/dataset/willow_obj.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/dataset/willow_obj.py -------------------------------------------------------------------------------- /src/displacement_layer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/displacement_layer.py -------------------------------------------------------------------------------- /src/evaluation_metric.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/evaluation_metric.py -------------------------------------------------------------------------------- /src/extension/bilinear_diag/bilinear_diag.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/extension/bilinear_diag/bilinear_diag.cpp -------------------------------------------------------------------------------- /src/extension/bilinear_diag/bilinear_diag_cuda.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/extension/bilinear_diag/bilinear_diag_cuda.cu -------------------------------------------------------------------------------- /src/extension/sparse_dot/csr_dot_csc_cuda.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/extension/sparse_dot/csr_dot_csc_cuda.cu -------------------------------------------------------------------------------- /src/extension/sparse_dot/csr_dot_diag_cuda.cu: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/extension/sparse_dot/csr_dot_diag_cuda.cu -------------------------------------------------------------------------------- /src/extension/sparse_dot/sparse_dot.cpp: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/extension/sparse_dot/sparse_dot.cpp -------------------------------------------------------------------------------- /src/factorize_graph_matching.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/factorize_graph_matching.py -------------------------------------------------------------------------------- /src/feature_align.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/feature_align.py -------------------------------------------------------------------------------- /src/gconv.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/gconv.py -------------------------------------------------------------------------------- /src/lap_solvers/__init__.py: -------------------------------------------------------------------------------- 1 | """ 2 | Solvers for linear assignment problem (LAP) 3 | """ 4 | -------------------------------------------------------------------------------- /src/lap_solvers/hungarian.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/lap_solvers/hungarian.py -------------------------------------------------------------------------------- /src/lap_solvers/neural_lap.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/lap_solvers/neural_lap.py -------------------------------------------------------------------------------- /src/lap_solvers/sinkhorn.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/lap_solvers/sinkhorn.py -------------------------------------------------------------------------------- /src/loss_func.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/loss_func.py -------------------------------------------------------------------------------- /src/parallel/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/parallel/__init__.py -------------------------------------------------------------------------------- /src/parallel/data_parallel.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/parallel/data_parallel.py -------------------------------------------------------------------------------- /src/parallel/scatter_gather.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/parallel/scatter_gather.py -------------------------------------------------------------------------------- /src/plane_stochastic.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/plane_stochastic.py -------------------------------------------------------------------------------- /src/pointer_net.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/pointer_net.py -------------------------------------------------------------------------------- /src/qap_solvers/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/qap_solvers/gurobi_qap.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/qap_solvers/gurobi_qap.py -------------------------------------------------------------------------------- /src/qap_solvers/rrwhm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/qap_solvers/rrwhm.py -------------------------------------------------------------------------------- /src/qap_solvers/rrwm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/qap_solvers/rrwm.py -------------------------------------------------------------------------------- /src/qap_solvers/spectral_matching.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/qap_solvers/spectral_matching.py -------------------------------------------------------------------------------- /src/sparse_torch/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/sparse_torch/__init__.py -------------------------------------------------------------------------------- /src/sparse_torch/csx_matrix.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/sparse_torch/csx_matrix.py -------------------------------------------------------------------------------- /src/spectral_clustering.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/spectral_clustering.py -------------------------------------------------------------------------------- /src/ssl/augmentation.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/ssl/augmentation.py -------------------------------------------------------------------------------- /src/ssl/test.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/ssl/test.jpg -------------------------------------------------------------------------------- /src/utils/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /src/utils/c_loss.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/utils/c_loss.py -------------------------------------------------------------------------------- /src/utils/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/utils/config.py -------------------------------------------------------------------------------- /src/utils/count_model_params.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/utils/count_model_params.py -------------------------------------------------------------------------------- /src/utils/data_to_cuda.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/utils/data_to_cuda.py -------------------------------------------------------------------------------- /src/utils/dup_stdout_manager.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/utils/dup_stdout_manager.py -------------------------------------------------------------------------------- /src/utils/gpu_memory.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/utils/gpu_memory.py -------------------------------------------------------------------------------- /src/utils/model_sl.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/utils/model_sl.py -------------------------------------------------------------------------------- /src/utils/pad_tensor.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/utils/pad_tensor.py -------------------------------------------------------------------------------- /src/utils/parse_args.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/utils/parse_args.py -------------------------------------------------------------------------------- /src/utils/print_easydict.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/utils/print_easydict.py -------------------------------------------------------------------------------- /src/utils/projected_gradient_decent_matching.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/utils/projected_gradient_decent_matching.py -------------------------------------------------------------------------------- /src/utils/sparse.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/utils/sparse.py -------------------------------------------------------------------------------- /src/utils/timer.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/src/utils/timer.py -------------------------------------------------------------------------------- /synthetic_experiment.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/synthetic_experiment.py -------------------------------------------------------------------------------- /train_eval.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/train_eval.py -------------------------------------------------------------------------------- /train_eval_qap.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/train_eval_qap.py -------------------------------------------------------------------------------- /visualize.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Thinklab-SJTU/ThinkMatch-SCGM/HEAD/visualize.py --------------------------------------------------------------------------------