Xiaoyang Chen issues

Results 5 issues of


                                            Xiaoyang Chen

Question about the implementation of function ignores_from_label in layers.py

I was trying to understand how you implement AAF. However, I found it difficulty to understand how it exactly works. Specifically, I am not sure what do you mean in...

Found the code is much slower than Keras counterpart (takes 2-3 times longer time). Do you know why?

How to apply the boundary loss to 3D images both efficiently and correctly?

Hi, thanks for sharing your code. I am trying to use the boundary loss for 3D (really high-resolution) image segmentation, but I have problems with the implementation of the loss...

Question on the data used for this work

I am not an expert on 3D scene understanding. Sorry if my question is too low ... But I have a question on the data used for this work. My...

Why the kernel is normalized in StdConv2d?

I noticed that you used class StdConv2d(nn.Conv2d): def forward(self, x): w = self.weight v, m = torch.var_mean(w, dim=[1, 2, 3], keepdim=True, unbiased=False) w = (w - m) / torch.sqrt(v +...