Donghwee Yoon

How to resize the random noise input of SinGAN?

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Hi, Like the paper "Positional Encoding as Spatial Inductive Bias in GANs", I would like to resize the random noise input of SinGAN to an arbitrary size. I want to...

I got the same issue with #155. In the current code, the SIFID is calculated from the activation before the first pooling layer. To calculate the SIFID as described in...

GAN module debug list

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GAN tutorials 1. Add modules to make directories where generated images are saved 2. Modifying image generating codes 3. Debug the module works in CPU mode

Implement GAN as two Neural Network sharing one parameter (with shallow copy of the network). The prototype model has difficulties to handle various optimizing methods.

I think it is good that subdirectories of 'tutorials' directory are rearranged. Now, Dataset ..┗ Model ........┗ Network To, Model ..┗ Network ........┗ Dataset

What is the difference between HarDBlock and HarDBlock_v2?

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In the source code, only 'validate.py' uses HarDBlock_v2. And the model with HarDBlock_v2 is faster than that with HarDBlock. I want to know the difference between v1 and v2.