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VAE_Classifier

  • Semi-supervised Learning with Deep Generative Models

  • MNIST analogies(model: M2, latent dim: 50, epochs: 800)

analogies

  • 2D Latent generate Image(model: M2)

latent generate5 latent generate6 latent generate7

  • Accuracy
N M2 M1+M2
3000 95.89% 95.67%
1000 95.12% 94.35%
600 94.29% 92.99%
100 82.25% 90.66%