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Generative Models¶

  • GAN
    • General Enhancement
    • Training Stability
    • Conditional / Repersentation of GAN
    • image-to-image GAN
    • cycleGAN
    • UNIT
    • GAN for data augmentation
    • Adversarial Attacks
    • Challenges
  • Auto-Encoder
    • AutoEncoder, AE
    • VAE (ICLR 2014)
    • AVB (2017)
    • VAE-GAN (ICML 2016)
    • ALAE
  • Flow
    • NICE
    • realNVP
    • Glow
  • Metrics
    • Inception Score
    • Fréchet Inception Distance (FID)
    • Precision, Recall and F1 Score
    • Learned Perceptual Image Patch Similarity (LPIPS)
  • NLP
    • seq2seq
  • Audio
    • WaveNet
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