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Nov 8, 2017
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Gan paper fix #191

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Fixing Xavier Glorot init paper url in GAN. The original URL gives a …
SeanDongX Nov 2, 2017
753ffa1
Fixing Xavier Glorot init paper url in DCGAN. The original URL gives …
SeanDongX Nov 2, 2017
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2 changes: 1 addition & 1 deletion notebooks/3_NeuralNetworks/dcgan.ipynb
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"\n",
"References:\n",
"- [Unsupervised representation learning with deep convolutional generative adversarial networks](https://arxiv.org/pdf/1511.06434). A Radford, L Metz, S Chintala, 2016.\n",
"- [Understanding the difficulty of training deep feedforward neural networks](www.cs.cmu.edu/~bhiksha/courses/deeplearning/Fall.../AISTATS2010_Glorot.pdf). X Glorot, Y Bengio. Aistats 9, 249-256\n",
"- [Understanding the difficulty of training deep feedforward neural networks](http://proceedings.mlr.press/v9/glorot10a.html). X Glorot, Y Bengio. Aistats 9, 249-256\n",
"- [Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift](https://arxiv.org/abs/1502.03167). Sergey Ioffe, Christian Szegedy. 2015.\n",
"\n",
"## MNIST Dataset Overview\n",
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2 changes: 1 addition & 1 deletion notebooks/3_NeuralNetworks/gan.ipynb
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Expand Up @@ -24,7 +24,7 @@
"\n",
"References:\n",
"- [Generative adversarial nets](https://arxiv.org/pdf/1406.2661.pdf). I Goodfellow, J Pouget-Abadie, M Mirza, B Xu, D Warde-Farley, S Ozair, Y. Bengio. Advances in neural information processing systems, 2672-2680.\n",
"- [Understanding the difficulty of training deep feedforward neural networks](www.cs.cmu.edu/~bhiksha/courses/deeplearning/Fall.../AISTATS2010_Glorot.pdf). X Glorot, Y Bengio. Aistats 9, 249-256\n",
"- [Understanding the difficulty of training deep feedforward neural networks](http://proceedings.mlr.press/v9/glorot10a.html). X Glorot, Y Bengio. Aistats 9, 249-256\n",
"\n",
"Other tutorials:\n",
"- [Generative Adversarial Networks Explained](http://kvfrans.com/generative-adversial-networks-explained/). Kevin Frans.\n",
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