Search Results for author: Xiaowen Cao

Found 2 papers, 1 papers with code

Semantic Structure Enhanced Contrastive Adversarial Hash Network for Cross-media Representation Learning

2 code implementations ACM Multimedia 2022 Meiyu Liang, Junping Du, Xiaowen Cao, Yang Yu, Kangkang Lu, Zhe Xue, Min Zhang

Secondly, for further improving learning ability of implicit cross-media semantic associations, a semantic label association graph is constructed, and the graph convolutional network is utilized to mine the implicit semantic structures, thus guiding learning of discriminative features of different modalities.

Representation Learning

A systematic evaluation of methods for cell phenotype classification using single-cell RNA sequencing data

no code implementations1 Oct 2021 Xiaowen Cao, Li Xing, Elham Majd, Hua He, Junhua Gu, Xuekui Zhang

Methods and Results: This study evaluates 13 popular supervised machine learning algorithms to classify cell phenotypes, using published real and simulated data sets with diverse cell sizes.

BIG-bench Machine Learning Phenotype classification

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