ScDiVa: Masked Discrete Diffusion for Joint Modeling of Single-Cell Identity and Expression Paper • 2602.03477 • Published Feb 3 • 1
Discrete Diffusion in Large Language and Multimodal Models: A Survey Paper • 2506.13759 • Published Jun 16, 2025 • 44
microsoft/BiomedNLP-BiomedBERT-base-uncased-abstract-fulltext Fill-Mask • Updated Nov 6, 2023 • 204k • • 327
Bidirectional Mamba for Single-Cell Data: Efficient Context Learning with Biological Fidelity Paper • 2504.16956 • Published Apr 22, 2025
Lingshu-Cell: A generative cellular world model for transcriptome modeling toward virtual cells Paper • 2603.25240 • Published Mar 26 • 77
Cell-JEPA: Latent Representation Learning for Single-Cell Transcriptomics Paper • 2602.02093 • Published Feb 2
scDFM: Distributional Flow Matching Model for Robust Single-Cell Perturbation Prediction Paper • 2602.07103 • Published Feb 6
PerturbDiff: Functional Diffusion for Single-Cell Perturbation Modeling Paper • 2602.19685 • Published Feb 23
STRAND: Sequence-Conditioned Transport for Single-Cell Perturbations Paper • 2602.10156 • Published Feb 10
Learning Adaptive Perturbation-Conditioned Contexts for Robust Transcriptional Response Prediction Paper • 2602.18885 • Published Feb 21