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## Detailed Description
Diffusion models seem to be quite useful for a lot of image generation and high detail and much easier training than for GANs as generative models, e.g. StableDiffusion. Thi…
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Thank you for bringing interesting work. I'm curious if you have tried VQVAE?
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使用单卡4090,train_batch_size=1 ,数据集超分到1024分辨率进行少量数据测试,RESIZED_IMG = 512
![image](https://github.com/user-attachments/assets/50e14eb6-34d3-4cba-9b57-eca742862738)
唇部与面部纹理一直模糊状态
![val_epoch_94000_…
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### Нулевой вариант: бустинг смеси сеток
Due @maxim-borisyak
Пусть есть текущая модель и сеть, которую мы к ней хотим добавить. Будем учить новую сетку по алгоритму GAN'а следующим образом: на каждо…
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1. [ cheat sheet about DL/ML architectures](http://www.asimovinstitute.org/neural-network-zoo/)
2. http://deeplearninggallery.com/ - Deep Learning Gallery - a curated list of awesome deep l…
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Dear TA:
In the Lab3-2. why don't we need to detach Discriminator when we backward propagate Generator?
############################
# (2) Update G network: maximize log(D(G(z)))
#…
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Dear TA,
I wonder if it is possible for you to shed some light on basic information of Lab3-3.
1. Number of parameters.
I use the following code to count parameters:
```
param_count = 0
for …
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Could you please provide the demo code of transferring expression of a real image to a generated image.
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I think it would be really useful if there was an option to make 256x512 resolution anime artworks, as they can be used in card games, visual novels, RPGs, and many other gaming and artistic mediums, …
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Hi, thanks for posting this code!
I'm not sure I understand the training objective you're using - is it a variational auto-encoder?
Is `loss_seq` the Kullback-Libeler divergence - [line 141](htt…