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Generative Models¶

  • GAN
    • General Enhancement
    • Training Stability
    • Conditional / Repersentation of GAN
    • image-to-image GAN
    • cycleGAN
    • UNIT
    • GAN: improve resolution
    • GAN for data augmentation
    • Adversarial Attacks
    • Challenges
  • Auto-Encoder
    • AutoEncoder, AE
    • VAE
    • CVAE
    • VAE-GAN
    • VQ-VAE
    • ACAI
    • ALAE
    • NVAE
  • Flow
    • NICE
    • realNVP
    • Glow
  • Auto-Regressive
    • PixelRNN
    • PixelCNN++
  • Metrics
    • Inception Score
    • Fréchet Inception Distance (FID)
    • Kernel Inception Distance (KID)
  • NLP
    • seq2seq
  • Audio
    • WaveNet
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