DCGAN 설명

1. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
https://arxiv.org/abs/1511.06434
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3. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks

6. • pooling layer 대신 striped convolution(D)과 fractional-striped convolution(G)을 사용
• Batch Normalization 사용 (G, D)
• Fully connected hidden layer (FC)를 모두 제거 (G, D)
• 모든 layer에 ReLU 사용, 마지막 output에는 Tanh 사용 (G)
• 모든 layer에 LeakyReLU 사용 (D)

8. ≈ ≈

13. facebook.com/AI.LookBook | Made by @subinium