scDFM: Distributional Flow Matching for Robust Single-Cell Perturbation Prediction (ICLR 2026)
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Updated
Apr 22, 2026 - Python
scDFM: Distributional Flow Matching for Robust Single-Cell Perturbation Prediction (ICLR 2026)
PULSAR: a Foundation Model for Multi-scale and Multicellular Biology
Decoding Single-Cell Omics of Perturbation Responses Using DeSCOPE
A Simple Atlas Transfer Method · Top 100 on the Public Leaderboard (#82) · Score: 0.1545618019 · September 10, 2026
[ICML'26] SPATIA: Multimodal Generation and Prediction of Spatial Cell Phenotypes
Efficient and diverse virtual cell priors in JAX for end-to-end pretraining
A measurement-resolution framework for interpreting fine-grained perturbation prediction
Official repository for FreeBridge - MICCAI 2026 (Early Accept)
MVCPert: multimodal virtual cell modelling of transcriptomic and morphological responses to chemical perturbations
Store and analyze scRNAseq data with extreme memory efficiency.
Agentic feature distillation and residual-Delta prediction for virtual cells (drug perturbation response modeling)
Toward a self-learning AI agent for drug repurposing: building human-scale representations for virtual patients. Module-panel evaluation benchmark: 332 modules, 1,916 drugs. Companion to the SteeraMed Bench paper.
Unofficial participant source for leakage-safe virtual yeast perturbation response prediction (GOAI AI for Research).
CIG-Cell: reproducible TxPert audits, baselines, and context-conditioned perturbation geometry research
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