OpenCodePapers

density-estimation-on-uci-hepmass

Density Estimation
Dataset Link
Results over time
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PaperCodeLog-likelihoodNLLCDEMDMMD-CDMMD-EMDModelNameReleaseDate
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models✓ Link-14.9214.9213.80.16413.80.158FFJORD2018-10-02
PaddingFlow: Improving Normalizing Flows with Padding-Dimensional Noise✓ Link13.80.16113.70.153PaddingFlow2024-03-13
Block Neural Autoregressive Flow✓ Link-14.71B-NAF2019-04-09
Masked Autoregressive Flow for Density Estimation✓ Link-15.15MADE MoG2017-05-19
Learning Generative Models using Denoising Density Estimators✓ Link-11.3DDE2020-01-08