• AI 모델과 관련 내용 위주로 정리

Variational Auto Encoder(VAE)

AI/ Variational Auto Encoder(VAE)

AI/ Dimension Reduction - PCA, FA, Autoencoder, Multi-Dimensional Scaling(MDS)

AI/ Variational Inference

AI/ Reparameterization Trick

AI/ Control Variate

AI/ Mean Field Approximation(MFA)

AI/ Convolution

Normalizing Flow

AI/ Normalizing Flow

AI/ Article/ Flow-based Deep Generative Models

AI/ Change of Variables

Energy-Based Models

AI/ Energy-Based Model(EBM)

AI/ Contrastive Divergence(CD)

AI/ Score Matching(SM)

AI/ Boltzmann Machine, Restricted Boltzmann Machine(RBM)

AI/ Metropolis-Hastings Algorithm