Search Results for author: Guoming Zhang

Found 3 papers, 1 papers with code

A Poisson-Gamma Dynamic Factor Model with Time-Varying Transition Dynamics

no code implementations26 Feb 2024 Jiahao Wang, Sikun Yang, Heinz Koeppl, Xiuzhen Cheng, Pengfei Hu, Guoming Zhang

Probabilistic approaches for handling count-valued time sequences have attracted amounts of research attentions because their ability to infer explainable latent structures and to estimate uncertainties, and thus are especially suitable for dealing with \emph{noisy} and \emph{incomplete} count data.

Data Augmentation Time Series

Highly Efficient 8-bit Low Precision Inference of Convolutional Neural Networks with IntelCaffe

1 code implementation4 May 2018 Jiong Gong, Haihao Shen, Guoming Zhang, Xiaoli Liu, Shane Li, Ge Jin, Niharika Maheshwari, Evarist Fomenko, Eden Segal

High throughput and low latency inference of deep neural networks are critical for the deployment of deep learning applications.

Model Optimization

Cannot find the paper you are looking for? You can Submit a new open access paper.