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[Keynote로 이해하는 GAN들] DCGAN

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[Keynote로 이해하는 GAN들] DCGAN

  1. 1. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks https://arxiv.org/abs/1511.06434 @subinium
  2. 2. Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks
  3. 3. • 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)
  4. 4. ≈ ≈
  5. 5. facebook.com/AI.LookBook | Made by @subinium

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