├── LICENSE ├── README.md ├── causal-conv1d ├── AUTHORS ├── LICENSE ├── README.md ├── causal_conv1d │ ├── __init__.py │ └── causal_conv1d_interface.py ├── csrc │ ├── causal_conv1d.cpp │ ├── causal_conv1d.h │ ├── causal_conv1d_bwd.cu │ ├── causal_conv1d_common.h │ ├── causal_conv1d_fwd.cu │ ├── causal_conv1d_update.cu │ └── static_switch.h ├── setup.py └── tests │ └── test_causal_conv1d.py ├── code ├── __pycache__ │ └── val_2D.cpython-310.pyc ├── augmentations │ ├── .DS_Store │ ├── __init__.py │ ├── __pycache__ │ │ ├── __init__.cpython-310.pyc │ │ └── ctaugment.cpython-310.pyc │ └── ctaugment.py ├── config.py ├── configs │ ├── swin_tiny_patch4_window7_224_lite.yaml │ └── vmamba_tiny.yaml ├── dataloaders │ ├── __pycache__ │ │ ├── dataset.cpython-310.pyc │ │ └── utils.cpython-310.pyc │ ├── acdc_data_processing.py │ ├── dataset.py │ └── utils.py ├── networks │ ├── VoxResNet.py │ ├── __pycache__ │ │ ├── attention.cpython-310.pyc │ │ ├── config.cpython-310.pyc │ │ ├── efficient_encoder.cpython-310.pyc │ │ ├── efficientunet.cpython-310.pyc │ │ ├── enet.cpython-310.pyc │ │ ├── net_factory.cpython-310.pyc │ │ ├── neural_network.cpython-310.pyc │ │ ├── nnunet.cpython-310.pyc │ │ ├── pnet.cpython-310.pyc │ │ ├── swin_transformer_unet_skip_expand_decoder_sys.cpython-310.pyc │ │ ├── unet.cpython-310.pyc │ │ └── vision_transformer.cpython-310.pyc │ ├── attention.py │ ├── attention_unet.py │ ├── config.py │ ├── discriminator.py │ ├── efficient_encoder.py │ ├── efficientunet.py │ ├── encoder_tool.py │ ├── enet.py │ ├── grid_attention_layer.py │ ├── mamba_sys.py │ ├── net_factory.py │ ├── net_factory_3d.py │ ├── networks_other.py │ ├── neural_network.py │ ├── nnunet.py │ ├── pnet.py │ ├── pretrained_unet.py │ ├── segmamba.py │ ├── swin_transformer_unet_skip_expand_decoder_sys.py │ ├── unet.py │ ├── unet_3D.py │ ├── unet_3D_dv_semi.py │ ├── unetr.py │ ├── utils.py │ ├── vision_mamba.py │ ├── vision_transformer.py │ └── vnet.py ├── pretrained_ckpt │ └── readme.txt ├── test_2D_fully.py ├── train_Semi_Mamba_UNet.py ├── train_fully_supervised_2D.py ├── train_fully_supervised_2D_VIM.py ├── train_fully_supervised_2D_ViT.py ├── train_mean_teacher_2D.py ├── train_mean_teacher_ViT.py ├── train_uncertainty_aware_mean_teacher_2D.py ├── train_uncertainty_aware_mean_teacher_2D_ViT.py ├── utils │ ├── .DS_Store │ ├── __pycache__ │ │ ├── losses.cpython-310.pyc │ │ ├── metrics.cpython-310.pyc │ │ └── ramps.cpython-310.pyc │ ├── losses.py │ ├── metrics.py │ ├── ramps.py │ ├── util.py │ └── utils.py └── val_2D.py ├── data ├── ACDC │ ├── test.list │ ├── train.list │ ├── train_slices.list │ └── val.list ├── Prostate │ ├── all_slices.list │ ├── test.list │ ├── train.list │ ├── train_slices.list │ └── val.list ├── Synapse │ ├── train_slices.txt │ └── val.txt └── readme.txt ├── img ├── framework.png ├── history.png ├── morph.png ├── netintro.png ├── results.jpg ├── sslintro.png └── wslintro.png ├── mamba ├── .gitmodules ├── AUTHORS ├── LICENSE ├── README.md ├── assets │ └── selection.png ├── benchmarks │ └── benchmark_generation_mamba_simple.py ├── csrc │ └── selective_scan │ │ ├── reverse_scan.cuh │ │ ├── selective_scan.cpp │ │ ├── selective_scan.h │ │ ├── selective_scan_bwd_bf16_complex.cu │ │ ├── selective_scan_bwd_bf16_real.cu │ │ ├── selective_scan_bwd_fp16_complex.cu │ │ ├── selective_scan_bwd_fp16_real.cu │ │ ├── selective_scan_bwd_fp32_complex.cu │ │ ├── selective_scan_bwd_fp32_real.cu │ │ ├── selective_scan_bwd_kernel.cuh │ │ ├── selective_scan_common.h │ │ ├── selective_scan_fwd_bf16.cu │ │ ├── selective_scan_fwd_fp16.cu │ │ ├── selective_scan_fwd_fp32.cu │ │ ├── selective_scan_fwd_kernel.cuh │ │ ├── static_switch.h │ │ └── uninitialized_copy.cuh ├── evals │ └── lm_harness_eval.py ├── mamba_ssm │ ├── __init__.py │ ├── models │ │ ├── __init__.py │ │ └── mixer_seq_simple.py │ ├── modules │ │ ├── __init__.py │ │ └── mamba_simple.py │ ├── ops │ │ ├── __init__.py │ │ ├── selective_scan_interface.py │ │ └── triton │ │ │ ├── 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