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Deep Learning

Models are implemented via PyTorch or Keras3 using PyTorch as the backend.

Neural Network

  • MLP
  • CNN
  • Transfer Learning
  • Attention

Deep Generative Modeling

VAE

  • AE(Autoencoder)
  • VAE(Variational Autoencoder)
  • VQ-VAE (Vector-Quantized Variational Autoencoder)

Diffusion Model

Real NVP