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Here are a few things I found related to the use of the generative models to obtain synthetic medical data.
## Bibliography
- **Synthesis in Multi-Contrast MRI with Conditional Generative Adver…
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code to read: https://github.com/NVlabs/stylegan
paper for reference: https://arxiv.org/pdf/1912.04958.pdf
related posts:
* [How to train](https://towardsdatascience.com/how-to-train-stylegan-to-…
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### Metadata
- Authors: William Fedus, Ian Goodfellow and Andrew M. Dai
- Organization: Google Brain
- Conference: ICLR 2018
- Paper: https://arxiv.org/pdf/1801.07736.pdf
- Code: https://github.c…
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[Here](https://github.com/eriklindernoren/Keras-GAN/blob/44d3320e84ca00071de8a5c0fb4566d10486bb1d/cgan/cgan.py#L103), I don't understand why we need to multiply the input image by the label. Don't we …
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I think it would be very useful to add more discriminators, from the tests I have done with conditional GANs, it seems that having several discriminators with different levels of reception fields incr…
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# What
Create a pipeline using as reference Karras, T., Aittala, M., Hellsten, J., Laine, S., Lehtinen, J., & Aila, T. (2020). Training generative adversarial networks with limited data. Advances in n…
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why use extra attr_a_ and attr_b_ for attr_a and attr_b?
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I am a little bit confused about the noise applying method.
Does it mean that we apply the dropout layer in each component blocks after the LeReLu while the dropout porbabilities of different blocks …
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Description:
Following up after gaining valuable knowledge from '[OCR0027 Font Style Transfer Research](https://github.com/orgs/OpenPecha/projects/56/views/7?pane=issue&itemId=65728918)', we learn the…
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Paper
https://arxiv.org/abs/1611.07004
Github
https://github.com/phillipi/pix2pix
Webpage
https://phillipi.github.io/pix2pix/