A Bi-Mamba foundation model with rank-based gene tokenization and a pathway contrastive loss reports competitive single-cell benchmarks while claiming linear-time efficiency over transformers.
scgpt: toward building a foundation model for single-cell multi-omics using generative ai
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GeneMamba: An Efficient and Effective Foundation Model on Single Cell Data
A Bi-Mamba foundation model with rank-based gene tokenization and a pathway contrastive loss reports competitive single-cell benchmarks while claiming linear-time efficiency over transformers.