28 citations · 90 across the 11 of their papers we have counts for
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cs.LG2019★ 4 cited
Collapsed Amortized Variational Inference for Switching Nonlinear Dynamical Systems
Zhe Dong, Bryan A. Seybold, Kevin P. Murphy +1
We propose an efficient inference method for switching nonlinear dynamical systems. The key idea is to learn an inference network which can be used as a proposal distribution for t…
cs.LG2019★ 4 cited
On Predictive Information in RNNs
Zhe Dong, Deniz Oktay, Ben Poole +1
Certain biological neurons demonstrate a remarkable capability to optimally compress the history of sensory inputs while being maximally informative about the future. In this work,…