8 citations · 36 across the 9 of their papers we have counts for
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cs.LG2020
Autoregressive Score Matching
Chenlin Meng, Lantao Yu, Yang Song +2
Autoregressive models use chain rule to define a joint probability distribution as a product of conditionals. These conditionals need to be normalized, imposing constraints on the…
cs.LG2020★ 7 cited
Gaussianization Flows
Chenlin Meng, Yang Song, Jiaming Song +1
Iterative Gaussianization is a fixed-point iteration procedure that can transform any continuous random vector into a Gaussian one. Based on iterative Gaussianization, we propose a…