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you wrote in paper
Our proposed architecture and method outperforms existing models.
can you share links to such other code projects pls simulate tabular categorical data
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Generative Adversarial Networks (GANs) have gained a lot of traction, both from research point of view, as well as development, due to their numerous applications. A lot of GAN architectures have also…
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Hello, I've been training my first GANs, it's far from easy.
I wondered if there are typical values and trends to look for in the loss? I'm using Wasserstain-GP. The starting value of the D loss …
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pix2pixHDの論文を読み,Chainerで実装してみる.
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Thank you for a job well done! Your idea is very good to alleviate my problem of trying to conditional generation on my own restricted dataset (only 7K)!
I would like to know about implementing you…
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Hi Dan,
Here is a link to a video about "Progressive Growing of GANs for Improved Quality, Stability, and Variation". I think it captures the amazing things you can do with neural networks.
[Demon…
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Build a GenAI based Computer vision project
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There is a new paper on differentiable data augmentation for GANS: https://arxiv.org/pdf/2006.10738.pdf, it seems promising.
I have implemented it on pix2pix. For any one interested, I added:
t…
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In the end of the section _Image Generation Results_, some "Forthcoming papers" from google brain team are mentioned. Are they published yet? If yes, could you provide some links?
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# Few-Shot Unsupervised Image-to-Image Translation #
- Author: Ming-Yu Liu, Xun Huang, Arun Mallya, Tero Karras, Timo Aila, Jaakko Lehtinen, Jan Kautz
- Origin: https://arxiv.org/abs/1905.01723
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