├── .gitignore ├── Fig ├── COP_diag.pdf ├── COP_diag.png ├── CoLAD_diag.pdf ├── CoLAD_diag.png ├── HardLabel.png ├── LAD_diag.pdf ├── LAD_diag.png ├── PAA_diag.pdf ├── PAA_diag.png ├── SoftLabel.pdf └── SoftLabel.png ├── LICENSE ├── README.md ├── ccdet ├── __init__.py └── models │ ├── __init__.py │ ├── dense_heads │ ├── __init__.py │ ├── paa_colad_head.py │ ├── paa_cop_base_head.py │ ├── paa_cop_head.py │ ├── paa_kd_head.py │ ├── paa_lad_head.py │ ├── paaio_base_head.py │ └── paaio_head.py │ ├── detectors │ ├── __init__.py │ ├── colad.py │ ├── kd.py │ ├── lad.py │ └── solad.py │ └── losses │ ├── __init__.py │ ├── focal_kl_loss.py │ └── prob_focal_loss.py ├── configs ├── _base_ │ ├── datasets │ │ ├── coco_detection.py │ │ └── pipelines │ │ │ └── _coco.py │ ├── default_runtime.py │ ├── models │ │ ├── _paa_distil_fpn.py │ │ ├── paa_colad_fpn.py │ │ ├── paa_kd_fpn.py │ │ ├── paa_lad_fpn.py │ │ ├── paa_r50_fpn.py │ │ ├── paacop_r50_fpn.py │ │ └── paaio_r50_fpn.py │ └── schedules │ │ ├── schedule_1x.py │ │ └── schedule_2x.py ├── cop │ ├── paacop_r18_fpn_1x_coco.py │ ├── paacop_r50_fpn_1x_coco.py │ ├── paacopbase_r18_fpn_1x_coco.py │ └── paacopbase_r50_fpn_1x_coco.py ├── io │ ├── paaio_r18_fpn_1x_coco.py │ ├── paaio_r50_fpn_1x_coco.py │ ├── paaiobase_r18_fpn_1x_coco.py │ └── paaiobase_r50_fpn_1x_coco.py ├── kd │ ├── kd_r101_r50p1x_kl_i05_g05_1x_coco.py │ └── kd_r50_r101p1x_kl_i05_g05_1x_coco.py ├── lad │ ├── paa_colad_stdmean_r101cop_r50p3x_ms_2x.py │ ├── paa_lad_r101_r50p1x_1x_coco.py │ ├── paa_lad_r50_r101p1x_1x_coco.py │ └── paa_solad_r50_r101p1x_1x_coco.py └── paa │ ├── paa_r18_fpn_1x_coco.py │ └── paa_r50_fpn_1x_coco.py ├── docs └── ConcurrentWork │ ├── ConfirmLetter.pdf │ ├── Fig │ ├── AuthorPaperC.png │ ├── Summary1.png │ └── Summary2.png │ └── README.md └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/cybercore-co-ltd/CoLAD/HEAD/.gitignore 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