├── .gitignore ├── .style.yapf ├── LICENSE ├── README.md ├── benchmarks ├── detection │ ├── README.md │ ├── configs │ │ ├── Base-Keypoint-RCNN-FPN.yaml │ │ ├── Base-RCNN-C4-BN.yaml │ │ ├── Base-RCNN-FPN.yaml │ │ ├── Base-RetinaNet.yaml │ │ ├── Cityscapes │ │ │ ├── mask_rcnn_R_50_FPN.yaml │ │ │ └── mask_rcnn_R_50_FPN_moco.yaml │ │ ├── coco_R_50_C4_1x.yaml │ │ ├── coco_R_50_C4_1x_moco.yaml │ │ ├── coco_R_50_C4_2x.yaml │ │ ├── coco_R_50_C4_2x_moco.yaml │ │ ├── coco_R_50_FPN_1x.yaml │ │ ├── coco_R_50_FPN_1x_moco.yaml │ │ ├── coco_R_50_FPN_2x.yaml │ │ ├── coco_R_50_FPN_2x_moco.yaml │ │ ├── coco_R_50_RetinaNet_1x.yaml │ │ ├── coco_R_50_RetinaNet_1x_moco.yaml │ │ ├── coco_R_50_RetinaNet_2x.yaml │ │ ├── coco_R_50_RetinaNet_2x_moco.yaml │ │ ├── keypoint_rcnn_R_50_FPN_2x.yaml │ │ ├── keypoint_rcnn_R_50_FPN_2x_moco.yaml │ │ ├── pascal_voc_R_50_C4_24k.yaml │ │ └── pascal_voc_R_50_C4_24k_moco.yaml │ ├── convert-pretrain-to-detectron2.py │ ├── run.sh │ └── train_net.py ├── dist_test_svm_epoch.sh ├── dist_test_svm_pretrain.sh ├── dist_train_linear.sh ├── dist_train_semi.sh ├── extract_info │ └── voc07.py ├── srun_test_svm_epoch.sh ├── srun_test_svm_pretrain.sh ├── srun_train_linear.sh ├── srun_train_semi.sh └── svm_tools │ ├── aggregate_low_shot_svm_stats.py │ ├── eval_svm_full.sh │ ├── eval_svm_lowshot.sh │ ├── svm_helper.py │ ├── test_svm.py │ ├── test_svm_low_shot.py │ ├── train_svm_kfold.py │ ├── train_svm_kfold_parallel.py │ ├── train_svm_low_shot.py │ └── train_svm_low_shot_parallel.py ├── configs ├── base.py ├── benchmarks │ ├── linear_classification │ │ ├── imagenet │ │ │ ├── r50_last.py │ │ │ ├── r50_last_sobel.py │ │ │ ├── r50_multihead.py │ │ │ └── r50_multihead_sobel.py │ │ └── places205 │ │ │ ├── r50_multihead.py │ │ │ └── r50_multihead_sobel.py │ └── semi_classification │ │ ├── imagenet_10percent │ │ ├── base.py │ │ ├── r50_lr0_001_head1.py │ │ ├── r50_lr0_001_head10.py │ │ ├── r50_lr0_001_head100.py │ │ ├── r50_lr0_01_head1.py │ │ ├── r50_lr0_01_head10.py │ │ ├── r50_lr0_01_head100.py │ │ ├── r50_lr0_01_head1_sobel.py │ │ ├── r50_lr0_1_head1.py │ │ ├── r50_lr0_1_head10.py │ │ └── r50_lr0_1_head100.py │ │ └── imagenet_1percent │ │ ├── base.py │ │ ├── r50_lr0_001_head1.py │ │ ├── r50_lr0_001_head10.py │ │ ├── r50_lr0_001_head100.py │ │ ├── r50_lr0_01_head1.py │ │ ├── r50_lr0_01_head10.py │ │ ├── r50_lr0_01_head100.py │ │ ├── r50_lr0_01_head1_sobel.py │ │ ├── r50_lr0_1_head1.py │ │ ├── r50_lr0_1_head10.py │ │ └── r50_lr0_1_head100.py ├── classification │ ├── cifar10 │ │ └── r50.py │ └── imagenet │ │ └── r50.py └── selfsup │ ├── byol │ ├── r50_bs2048_accumulate2_ep200_fp16.py │ ├── r50_bs256_accumulate16_ep300.py │ └── r50_bs256_ep200.py │ ├── deepcluster │ ├── r50.py │ └── r50_withoutsobel.py │ ├── moco │ ├── r50_v1.py │ ├── r50_v1_fp16.py │ ├── r50_v2.py │ └── r50_v2_simclr_neck.py │ ├── npid │ ├── r50.py │ └── r50_ensure_neg.py │ ├── odc │ └── r50_v1.py │ ├── regionCL-M │ └── regionCLM-r50.py │ ├── relative_loc │ └── r50.py │ ├── rotation_pred │ ├── r50.py │ └── r50_fp16.py │ └── simclr │ ├── r50_bs256_ep200.py │ ├── r50_bs256_ep200_mocov2_neck.py │ └── r50_bs512_ep200.py ├── demo └── NetworkStructure.png ├── docs ├── CHANGELOG.md ├── GETTING_STARTED.md ├── INSTALL.md ├── MODEL_ZOO.md └── relation.jpg ├── logs └── RegionCLM │ ├── CityScape-AP-RegionCLM.log │ ├── CityScape-UperNet-RegionCLM-40k.log │ ├── CityScape-UperNet-RegionCLM-80k.log │ ├── Linear-RegionCLM.log │ ├── MaskRCNN-C4-RegionCLM-1x.log │ ├── MaskRCNN-C4-RegionCLM-2x.log │ ├── MaskRCNN-FPN-RegionCLM-1x.log │ ├── MaskRCNN-FPN-RegionCLM-2x.log │ ├── RegionCLM.log │ ├── RetinaNet-RegionCLM-1x.log │ └── RetinaNet-RegionCLM-2x.log ├── openselfsup ├── __init__.py ├── apis │ ├── __init__.py │ └── train.py ├── datasets │ ├── __init__.py │ ├── base.py │ ├── builder.py │ ├── byol.py │ ├── classification.py │ ├── contrastive.py │ ├── data_sources │ │ ├── __init__.py │ │ ├── cifar.py │ │ ├── image_list.py │ │ ├── imagenet.py │ │ ├── places205.py │ │ └── utils.py │ ├── dataset_wrappers.py │ ├── deepcluster.py │ ├── extraction.py │ ├── loader │ │ ├── __init__.py │ │ ├── build_loader.py │ │ └── sampler.py │ ├── npid.py │ ├── pipelines │ │ ├── __init__.py │ │ └── transforms.py │ ├── registry.py │ ├── relative_loc.py │ ├── rotation_pred.py │ └── utils.py ├── hooks │ ├── __init__.py │ ├── builder.py │ ├── byol_hook.py │ ├── deepcluster_hook.py │ ├── extractor.py │ ├── odc_hook.py │ ├── optimizer_hook.py │ ├── registry.py │ └── validate_hook.py ├── models │ ├── RegionCLM.py │ ├── __init__.py │ ├── backbones │ │ ├── __init__.py │ │ ├── resnet.py │ │ └── resnext.py │ ├── builder.py │ ├── byol.py │ ├── classification.py │ ├── deepcluster.py │ ├── heads │ │ ├── __init__.py │ │ ├── cls_head.py │ │ ├── contrastive_head.py │ │ ├── latent_pred_head.py │ │ └── multi_cls_head.py │ ├── memories │ │ ├── __init__.py │ │ ├── odc_memory.py │ │ └── simple_memory.py │ ├── moco.py │ ├── necks.py │ ├── npid.py │ ├── odc.py │ ├── registry.py │ ├── relative_loc.py │ ├── rotation_pred.py │ ├── simclr.py │ └── utils │ │ ├── __init__.py │ │ ├── accuracy.py │ │ ├── conv_module.py │ │ ├── conv_ws.py │ │ ├── gather_layer.py │ │ ├── multi_pooling.py │ │ ├── norm.py │ │ ├── scale.py │ │ └── sobel.py ├── third_party │ └── clustering.py └── utils │ ├── __init__.py │ ├── alias_multinomial.py │ ├── collect.py │ ├── collect_env.py │ ├── config_tools.py │ ├── contextmanagers.py │ ├── flops_counter.py │ ├── gather.py │ ├── logger.py │ ├── misc.py │ ├── optimizers.py │ ├── profiling.py │ └── registry.py ├── requirements.txt ├── requirements ├── runtime.txt └── tests.txt ├── setup.py └── tools ├── count_parameters.py ├── dist_extract.sh ├── dist_test.sh ├── dist_train.sh ├── extract.py ├── extract_backbone_weights.py ├── kill.sh ├── prepare_data ├── convert_subset.py ├── create_voc_data_files.py ├── create_voc_low_shot_challenge_samples.py └── prepare_voc07_cls.sh ├── publish_model.py ├── single_train.sh ├── srun_extract.sh ├── srun_test.sh ├── srun_train.sh ├── 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