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 | Glow | NLL (bits/dim) | 4.09 | — | Unverified |
| 2 | Image Transformer | NLL (bits/dim) | 3.77 | — | Unverified |
| 3 | VDM | NLL (bits/dim) | 3.72 | — | Unverified |
| 4 | i-DODE | NLL (bits/dim) | 3.69 | — | Unverified |
| 5 | MuLAN | NLL (bits/dim) | 3.67 | — | Unverified |