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cs.LG2022
Autoregressive Generative Modeling with Noise Conditional Maximum Likelihood Estimation
Henry Li, Yuval Kluger
We introduce a simple modification to the standard maximum likelihood estimation (MLE) framework. Rather than maximizing a single unconditional likelihood of the data under the mod…
cs.LG2022
Neural Inverse Transform Sampler
Henry Li, Yuval Kluger
Any explicit functional representation of a density is hampered by two main obstacles when we wish to use it as a generative model: designing so that sampling is fast, and…