58 citations · 93 across the 10 of their papers we have counts for
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cs.LG2021★ 6 cited
Path Integral Sampler: a stochastic control approach for sampling
Qinsheng Zhang, Yongxin Chen
We present Path Integral Sampler~(PIS), a novel algorithm to draw samples from unnormalized probability density functions. The PIS is built on the Schrödinger bridge problem which…
cs.LG2021
Diffusion Normalizing Flow
Qinsheng Zhang, Yongxin Chen
We present a novel generative modeling method called diffusion normalizing flow based on stochastic differential equations (SDEs). The algorithm consists of two neural SDEs: a forw…