Paper | Code | Log-likelihood | CD | EMD | MMD-CD | MMD-EMD | ModelName | ReleaseDate |
---|---|---|---|---|---|---|---|---|
Block Neural Autoregressive Flow | ✓ Link | 12.06 | B-NAF | 2019-04-09 | ||||
Learning Generative Models using Denoising Density Estimators | ✓ Link | 9.73 | DDE | 2020-01-08 | ||||
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models | ✓ Link | 8.59 | 1.29 | 0.146 | 0.95 | 0.135 | FFJORD | 2018-10-02 |
MADE: Masked Autoencoder for Distribution Estimation | ✓ Link | 8.47 | MADE MoG | 2015-02-12 | ||||
PaddingFlow: Improving Normalizing Flows with Padding-Dimensional Noise | ✓ Link | 0.89 | 0.131 | 0.39 | 0.121 | PaddingFlow | 2024-03-13 |