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[WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

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what is the differences among DeformConv, DeformConvPack, DeformConvPack_experimental, DeformConv_d, and DeformConvPack_d?

what is the role of 2D/deformable_LKA/deformable_2dconvolution.py and 2D/deformable_LKA/deformable_3dconvolution.py ? Are they python implementation of dcn? If that's the case, why you need to use D3D? Futhermore, as far as I...

I find the code finally output 13 classes' results, but in inference_synpase.py, you wanna 8 classes like other papers. i wonder is the final result save in "summary.json"? and when...

"Hello, author. Your work on deformable DLKA is very impressive. However, we seem to have found an issue: in your paper, the DSC for the Synapse using the nnformer is...

Dear Author, I am deeply grateful for your outstanding work. I have a question I would like to ask you: Why did you choose to split the training set to...

Can you tell me how the PH2 data set is organized, the original organization doesn't seem to fit

I am very interested in this work,but i have a question about the selection of weight. How did you selecte the weight? It is the best performance in the test...

您好,请问MaxVit_deform_LKA.py这个文件中定义的MiT类是没有使用吗,我没有找到有使用它的代码,这个编码器部分得到的特征图不是来自这个模块吗,您能解答一下吗