Search Results for author: Guoming Zhang

Found 3 papers, 1 papers with code

Poisson-Gamma Dynamical Systems with Non-Stationary Transition Dynamics

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

Bayesian methodologies for handling count-valued time series have gained prominence due to their ability to infer interpretable latent structures and to estimate uncertainties, and thus are especially suitable for dealing with noisy and 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

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