Search Results for author: Zuhui Wang

Found 3 papers, 2 papers with code

Cross-domain Microscopy Cell Counting by Disentangled Transfer Learning

no code implementations26 Nov 2022 Zuhui Wang

Finally, we use a public dataset consisting of synthetic cells as the source domain, where no manual annotation cost is present, to train our cell counting network; subsequently, we transfer only the domain-agnostic knowledge to a new target domain of real cell images.

Image Generation Transfer Learning

TimeVAE: A Variational Auto-Encoder for Multivariate Time Series Generation

2 code implementations15 Nov 2021 Abhyuday Desai, Cynthia Freeman, Zuhui Wang, Ian Beaver

Such interpretability can be highly advantageous in applications requiring transparency of model outputs or where users desire to inject prior knowledge of time-series patterns into the generative model.

Synthetic Data Generation Time Series +2

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