scDART: integrating unmatched scRNA-seq and scATAC-seq data and learning cross-modality relationship simultaneously

scDART:集成不匹配的RNA和ATAC数据同时学习跨模态关系.

CVQVAE: A representation learning based method for multi-omics single cell data integration

CVQVAE:多组学单细胞数据整合的表示学习方法.

Graph Neural Networks for Multimodal Single-Cell Data Integration

多模态单细胞数据整合的图神经网络.

MatchCLOT: Single-Cell Modality Matching with Contrastive Learning and Optimal Transport

MatchCLOT: 通过对比学习和最优传输实现单细胞模态匹配.

Cross-Linked Unified Embedding for cross-modality representation learning

跨模态表示学习的交叉链接统一嵌入.

Explainable multi-task learning for multi-modality biological data analysis

多模态生物数据分析的可解释性多任务学习.