Density Estimation
The goal of Density Estimation is to give an accurate description of the underlying probabilistic density distribution of an observable data set with unknown density.
Source: Contrastive Predictive Coding Based Feature for Automatic Speaker Verification
Papers
Showing 1–10 of 1394 papers
All datasetsCIFAR-10MNISTUCI POWERBSDS300ImageNet 32x32UCI GASUCI HEPMASSUCI MINIBOONEOMNIGLOTCaltech-101FreyfacesCelebA-HQ 256x256
Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | FFJORD | Negative ELBO | 98.33 | — | Unverified |
| 2 | B-NAF | Negative ELBO | 94.83 | — | Unverified |
| 3 | DVp-VAE | NLL | 89.07 | — | Unverified |
| 4 | PaddingFlow | MMD-L2 | 20.3 | — | Unverified |