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Would the spectral norm get canceled out because it appears on both the nominator and denominator of the batch normalization equation?
I mean:
`bn(x*w/sn(w)) = gamma * (x*w/sn(w) - mean(x*w/sn(w))…
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## Description
The sn-gan example use customized Conv2D block. however, it would be better to make it as HybridBlock since all the calculation there have the Symbol API. One possible solution would b…
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### 🐛 Describe the bug
I would like to raise a concern about the spectral_norm parameterization.
I strongly believe that Spectral-Normalization Parameterization introduced several versions ago do…
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@takerum
I have a question about a batch normalization layer with the spectral normlization.
The following discussion ignores biases parameters as they do not affect the Lipschitz constant.
Gene…
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Spectral normalization normalizes the weights according to the spectral norm of the parameters. This yields the same spectral norm of the weights in all layers. The range of the values of a weight lay…
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With the pull-request that has been accepted on 5th April 2022, it is now possible to perform spectral fitting with OSPEX just by using the BKG detector. This is particularly useful in order to get, f…
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## Review
### 一. 修改毕业论文，准备毕设答辩PPT
### 二. 读论文 [Self-Attention Generative Adversarial Networks (SA-GAN)](https://arxiv.org/abs/1805.08318)
由于卷积神经网络对全局信息不敏感，过去的 GAN 在图像生成任务上，往往只能生成较为逼真的纹理，而生…
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Following up on issue #42, it seems that it's not really possible to extract spectra from the `ExcessMapEstimator`. However, I think integral flux should be able to be extracted.
It seems that FoV …
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While the paper is about spectral regularization, all of the code maintains the SN / Spectral Normalization naming, it would be nice, just for clarity if it was changed to SR / Spectral Regularization…
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Spectral model classes inheriting the `FunctionMeta` class AND loading data leak memory. Memory leaks immediately on calling the constructor and when class object goes out of scope.
Class defintion…