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Thanks for your clear implementation.
I encounter the problem about the _u and _v update policy. I've noticed that in your implementation, _u is updated before op's inference phase, does _u need back…
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Hi.
First, Thank you very much for sharing this project. It is absolutely amazing.
The custom training loop doesn't set Keras's backend training phase (training and testing). which makes the imple…
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This is a summary of TODOs for the new Music Extractor and a list of known inconsistencies with previous version:
- Add AcoustID fingerprints (#517)
- ReplayGain
- Make sure our ReplayGain …
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Hi there @pkuxmq , thanks for your great impressive work!
On reading the Appendix F.1 part, I'm a little bit confused about the restriction on ||W||.
Since the proof has been given that ||W||
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First of all, thanks for sharing! Very interesting.
I see that you experimented with SpectralNorm as well, can you share your insights on the effect it had on the training ?
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Hi
I am trying to run the code and when I run
python classifier.py --run_name=cifar10_classifier_ms_decay --dataset=cifar10 --image_size=32
I get
InvalidArgumentError (see above for traceback):…
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Hi, I'm trying to apply spectral normalization to wasserstein gans. I've failed to make it work in my project so tried your repository to get more intuition of how to train them. However I had no trai…
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Gradient penalty claculation should change when D has an auxiliary classifier or the gradient penalty should only be calculated over the real/fake output? Is there any intuition behind of whatever is …
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Hi,
a single pixel in the digital domain should correspond to a sampled sinc function in the center, right?
But why is the following not the same. `sinc(x .- 0.5)` is not equal to `shift(x, 0.…
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The original Style Gan implementation does not have spectral norm. I am not sure how spectral norm interacts with the equalized learning rate multiplier. Did you observe improvements by adding spectra…