Search Results for author: Shuo-Hui Li

Found 3 papers, 3 papers with code

Learning Non-linear Wavelet Transformation via Normalizing Flow

1 code implementation27 Jan 2021 Shuo-Hui Li

Wavelet transformation stands as a cornerstone in modern data analysis and signal processing.


Neural Canonical Transformation with Symplectic Flows

1 code implementation30 Sep 2019 Shuo-Hui Li, Chen-Xiao Dong, Linfeng Zhang, Lei Wang

We construct flexible and powerful canonical transformations as generative models using symplectic neural networks.

Density Estimation

Neural Network Renormalization Group

2 code implementations8 Feb 2018 Shuo-Hui Li, Lei Wang

We present a variational renormalization group (RG) approach using a deep generative model based on normalizing flows.

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