Abstract: In recent years, single-cell multi-omics integrative analysis has faced challenges due to the sparsity and heterogeneity of multi-omics data, which affect clustering effectiveness. To ...
Additional visualizations highlighting the comparison between the proposed two-stage AG-VQ-VAE network (without skip connections) and the single-stage AG-UNet (with skip connections) are presented.
Abstract: Large-scale industrial processes are characterized by complex reaction mechanisms and strong correlation among operational units, which makes it more difficult to extract the temporal ...
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