Kingma氏が第1著者の論文を(独断と偏見で)抜き出してまとめておく。
- Adam: A Method for Stochastic Optimization
- Auto-Encoding Variational Bayes
- Semi-Supervised Learning with Deep Generative Models
- Improved Variational Inference with Inverse Autoregressive Flow
- Variational Dropout and the Local Reparameterization Trick
- Glow: Generative flow with invertible 1x1 convolutions
そして以下がD論。必読。