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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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Hi...
I was wondering if adding Wasserstein distance to the code would help the GAN to stabilize and give better results... from what I've read, it has really nice properties and implementing it sh…
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This issue relates specifically to discriminator outputs that are used to calculate `loss_D_real`.
It ultimately boils down to the code minimizing `||pred_real-1.0||`.
This would make sense of …
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### 論文へのリンク
[[arXiv:1906.01529] Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy](https://arxiv.org/abs/1906.01529)
### 著者・所属機関
Zhengwei Wang, Qi She, Tomas E. Ward
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### Metadata
- Authors: Tamar Rott Shaham, Tali Dekel, Tomer Michaeli
- Organization: Technion & Google Research
- Paper: https://arxiv.org/pdf/1905.01164.pdf
- Video: https://www.youtube.com/wat…
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## DragGAN
* [project](https://vcai.mpi-inf.mpg.de/projects/DragGAN/)
* [2305.10973](https://arxiv.org/abs/2305.10973)
* [code](https://github.com/XingangPan/DragGAN)
### TL;DR
* 指定起始点和目标点,…
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I want to change the discriminator to Patch GAN, what else do I need to modify besides modifying the definition part of the model? Do I need to retrain the model after the modification is complete? Ho…
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Description
In order to create synthetic data for OCR, we try out the approach of font style transfer using deep learning.
Model will transfer font style onto an image of text given. Now research on v…
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In the pixel snail paper, it is able to generate a conditioned sample with some global condition _h_
I am just wondering if it is able to do that in the current stage of implementation?
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Bullish Sentiments: 17,368
Bearish Sentiments: 8,542
Neutral Sentiments: 12,181
It would be nice if we could balance the datasets and increase them all, to for instance 25k each
- [ ] Find bul…