├── LICENSE ├── README.md ├── code_for_visualization ├── segm_visualization_ACDC.py ├── segm_visualization_Synapse.py └── segm_visualization_brain_tumor.py ├── config.py ├── configs ├── agileFormer_base.yaml ├── agileFormer_base_synapse_pretrained_w_DS.yaml ├── agileFormer_lite.yaml ├── agileFormer_tiny.yaml └── agileFormer_tiny_synapse_pretrained_wo_DS.yaml ├── datasets ├── dataset_ACDC.py └── dataset_synapse.py ├── figures ├── abstract.jpg ├── cover.jpg ├── graphic_abstract.jpg ├── performance.jpg └── roadmap.jpg ├── lists ├── lists_ACDC │ ├── test.txt │ ├── train.txt │ └── valid.txt └── lists_Synapse │ ├── all.lst │ ├── test_vol.txt │ └── train.txt ├── lr_scheduler_factory.py ├── networks ├── agileFormer_2d.py ├── agileFormer_sys_2d.py ├── blocks_2d.py ├── deform_ops.py └── nat_2d.py ├── optimizer_factory.py ├── requirement.txt ├── test.py ├── train.py ├── trainer_ACDC.py ├── trainer_synapse.py └── utils.py /LICENSE: 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