- 기간: 2024.06.24 ~ 2024.08.29
- 연구실: Ewha_ML Lab
- 연구 분야: Deep Generative Models
- 이론 + 코드 구현
| 주제 | 원문 | 논문리뷰 | 코드구현 |
|---|---|---|---|
| 1. Latent Dirichlet Allocation | LDA_paper | LDA_review | LDA_code |
| 2. Hidden Markov Model | PRML_Chap13 | HMM_review | HMM_code |
| 3. Variational Autoencoder | VAE_paper | VAE_review | VAE_code |
| 4. Gibbs Sampling | PRML_Chap11 | Seminar ppt | Gibbs_code |
| 5. Importance Weighted AutoEncoder | IWAE_paper | IWAE_review | IWAE_code |
| 6. Generative Adversarial Networks | GAN_paper | GAN_review | GAN_code |