Search Results for author: Longlin Yu

Found 2 papers, 2 papers with code

Hierarchical Semi-Implicit Variational Inference with Application to Diffusion Model Acceleration

1 code implementation • NeurIPS 2023 • Longlin Yu, Tianyu Xie, Yu Zhu, Tong Yang, Xiangyu Zhang, Cheng Zhang

Semi-implicit variational inference (SIVI) has been introduced to expand the analytical variational families by defining expressive semi-implicit distributions in a hierarchical manner.

Bayesian Inference Variational Inference

Paper
Code

Semi-Implicit Variational Inference via Score Matching

1 code implementation • 19 Aug 2023 • Longlin Yu, Cheng Zhang

Semi-implicit variational inference (SIVI) greatly enriches the expressiveness of variational families by considering implicit variational distributions defined in a hierarchical manner.

Bayesian Inference Denoising +1

Paper
Code

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