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 | TAN | Log-likelihood | 159.8 | — | Unverified |
| 2 | FFJORD | Log-likelihood | 157.4 | — | Unverified |
| 3 | B-NAF | Log-likelihood | 157.36 | — | Unverified |
| 4 | MADE MoG | Log-likelihood | 153.71 | — | Unverified |
| 5 | PaddingFlow | CD | 0.5 | — | Unverified |