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Hi, when I tried to follow your work, I encountered a problem called mode collapse. This means that the generator could only generate several similar conformations, but lacked the ability to generate …
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### Team Name:
QC@UCI
### Project Description:
To enhance the Generative Adversarial Networks (GAN) used in the High Energy Physics (HEP) community for fast event simulation with Quantum Ci…
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The cost of discriminate model converges fast to low value and then no perceivable change to generative model. Can you please suggest what the issue might be.
[this.mp4.tar.gz](https://github.com/AY…
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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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**Submitting author:** @https://github.com/josemanuel22 (José Manuel de Frutos)
**Repository:** https://github.com/josemanuel22/ISL
**Branch with paper.md** (empty if default branch):
**Version:** v0…
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1) 'Densely Connected Convolutional Networks' - G Huang, GB Huang, S Song, K You
obtained state-of-the-art results in image classification on CIFAR-10, CIFAR-100, SVHN, ImageNet
This paper also won…
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Hi, seems like you use 128 by 128 center crop for celebA, while google use 160 by 160 center crop in their Are GANs Created Equal. See below codes from their repository:
`image = tf.image.resize_i…
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https://arxiv.org/abs/1708.04692
> In this paper, we propose a novel application of Generative Adversarial Networks (GAN) to the synthesis of cells imaged by fluorescence microscopy. Compared to na…
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Dear Orobix team,
I am the first author of the VAGAN paper. I would like to thank you one more time for porting our code to PyTorch this has been immensely useful to the community working with the…
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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
…