Learning cell annotation under multiple reference datasets by multisource domain adaptation

Y Liu, H Yan, LC Shen, DJ Yu - Journal of Chemical Information …, 2022 - ACS Publications
Accurate and efficient cell type annotation is essential for single-cell sequence analysis.
Currently, cell type annotation using well-annotated reference datasets with powerful …

[PDF][PDF] The Interactive Machine Learning Paradigm

M Lindsey, RM Stern, B Raj, A Sankaranarayanan… - 2023 - cvis.cs.cmu.edu
Abstract Machine Learning (ML) is a powerful tool that can assist humans in doing a wide
variety of tasks. However, typical ML paradigms tend to remove the human element from the …

Foreign Fiber Classification Algorithm Based on Continuous Unsupervised Domain Adaptation

J Liu, C Zhang, W Wei, L Zeng… - 2023 China Automation …, 2023 - ieeexplore.ieee.org
Aiming at the foreign fiber classification task of the same type in different fields in the cotton
spinning industry scene, a foreign fiber classification method based on continuous …