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Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

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Bumps [numpy](https://github.com/numpy/numpy) from 1.18 to 1.22.0. Release notes Sourced from numpy's releases. v1.22.0 NumPy 1.22.0 Release Notes NumPy 1.22.0 is a big release featuring the work of 153 contributors spread...

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The warmup pretrained model was supposed to be 43.3 mIoU, but when I test on cityscapes valid dataset, I've got a really lower one.I'm using the runningSocre class in your...

Hey :) Can you guys please supply the command line used to train the warmup phase? I'm trying to retrain a network "from the beginning". Thanks! Shahaf

The following code calculate the kl_div loss of teacher from stage 1 and the student model. But the student didn't calculate log_softmax. Is this a mistake? ``` if self.opt.distillation >...

Dear authors: Thanks for sharing your code with us. I do not understand why you use augmentation methods to the output probability of the encoder in the function full2weak() and...

thanks for your work. Can you release the parameters of source-only model? I want to do some experiments based on it.

Thank you very much for the open source of your code and I am very interested in your work. When inference Using Pretrained Model, I had a problem and I...

![image](https://user-images.githubusercontent.com/44131397/133542887-668e1b5a-0487-48e7-b20b-c765a5a5e461.png)

Thank you for your project! In file `discriminator.py` in see function: ``` class FCDiscriminator_class(nn.Module): #TODO: whether reduce channels before pooling, whether update pred, more complex discriminator #TODO: 19 different discriminators...

Hello, thanks for such a good contribution in the field, it is really a groundbreaking work. I was trying to reproduce the plot of the features that you have in...