├── LICENSE.md ├── README.md ├── datasets ├── __pycache__ │ └── datasets_synapse.cpython-38.pyc └── datasets_synapse.py ├── images ├── MSA2Net-1.png ├── MSA2Net-git.png ├── MSA2Net.pdf ├── isic-git.PNG ├── isic-results-git.png ├── isic2018-1.png ├── isic2018-refcs.PNG ├── isic2018.pdf ├── isic2018_results.PNG ├── synapse-1.png ├── synapse-git.PNG ├── synapse-main-results-git.png ├── synapse-refcs.PNG ├── synapse.pdf └── synapse_results.PNG ├── lists └── lists_Synapse │ ├── all.lst │ ├── test_vol.txt │ └── train.txt ├── networks ├── masag.py ├── merit_lib │ ├── decoders.py │ ├── maxxvit_4out.py │ ├── models_timm │ │ ├── convnext.py │ │ ├── factory.py │ │ ├── features.py │ │ ├── fx_features.py │ │ ├── helpers.py │ │ ├── hub.py │ │ ├── layers │ │ │ ├── __init__.py │ │ │ ├── activations.py │ │ │ ├── activations_jit.py │ │ │ ├── activations_me.py │ │ │ ├── adaptive_avgmax_pool.py │ │ │ ├── attention_pool2d.py │ │ │ ├── blur_pool.py │ │ │ ├── bottleneck_attn.py │ │ │ ├── cbam.py │ │ │ ├── classifier.py │ │ │ ├── cond_conv2d.py │ │ │ ├── config.py │ │ │ ├── conv2d_same.py │ │ │ ├── conv_bn_act.py │ │ │ ├── create_act.py │ │ │ ├── create_attn.py │ │ │ ├── create_conv2d.py │ │ │ ├── create_norm.py │ │ │ ├── create_norm_act.py │ │ │ ├── drop.py │ │ │ ├── eca.py │ │ │ ├── evo_norm.py │ │ │ ├── fast_norm.py │ │ │ ├── filter_response_norm.py │ │ │ ├── gather_excite.py │ │ │ ├── global_context.py │ │ │ ├── halo_attn.py │ │ │ ├── helpers.py │ │ │ ├── inplace_abn.py │ │ │ ├── lambda_layer.py │ │ │ ├── linear.py │ │ │ ├── median_pool.py │ │ │ ├── mixed_conv2d.py │ │ │ ├── ml_decoder.py │ │ │ ├── mlp.py │ │ │ ├── non_local_attn.py │ │ │ ├── norm.py │ │ │ ├── norm_act.py │ │ │ ├── padding.py │ │ │ ├── patch_embed.py │ │ │ ├── pool2d_same.py │ │ │ ├── pos_embed.py │ │ │ ├── selective_kernel.py │ │ │ ├── separable_conv.py │ │ │ ├── space_to_depth.py │ │ │ ├── split_attn.py │ │ │ ├── split_batchnorm.py │ │ │ ├── squeeze_excite.py │ │ │ ├── std_conv.py │ │ │ ├── test_time_pool.py │ │ │ 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