51 citations · 116 across the 28 of their papers we have counts for
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cs.LG2021
Equivariant Finite Normalizing Flows
Avishek Joey Bose, Marcus Brubaker, Ivan Kobyzev
Generative modeling seeks to uncover the underlying factors that give rise to observed data that can often be modeled as the natural symmetries that manifest themselves through inv…
cs.LG2021
Continuous Latent Process Flows
Ruizhi Deng, Marcus A. Brubaker, Greg Mori +1
Partial observations of continuous time-series dynamics at arbitrary time stamps exist in many disciplines. Fitting this type of data using statistical models with continuous dynam…