https://arxiv.org/abs/2212.12539
BI symposium
Christ, R., Hall, I., & Steinsaltz, D. (2022, December 23). Stable distillation and High-Dimensional Hypothesis testing. arXiv.org. https://arxiv.org/abs/2212.12539
https://arxiv.org/abs/2212.12539
BI symposium
Christ, R., Hall, I., & Steinsaltz, D. (2022, December 23). Stable distillation and High-Dimensional Hypothesis testing. arXiv.org. https://arxiv.org/abs/2212.12539
some tutorials on flow-matching:
https://arxiv.org/pdf/2412.06264
https://arxiv.org/pdf/2506.02070
Lipman, Y., Havasi, M., Holderrieth, P., Shaul, N., Le, M., Karrer, B., Chen, R. T. Q., Lopez-Paz, D., Ben-Hamu, H., & Gat, I. (2024, December 9). Flow matching guide and code. arXiv.org.
https://arxiv.org/abs/2412.06264
(Sometimes difficult to follow formalism)
Holderrieth, P., & Erives, E. (2025). MIT Class 6.S184: Generative AI with Stochastic Differential equations (pp. 1–52).
https://arxiv.org/pdf/2506.02070
OR
Holderrieth, P., & Erives, E. (2025, June 2). An introduction to flow matching and diffusion models. arXiv.org.
https://arxiv.org/abs/2506.02070
(Very intuitive!!!)
https://report.nih.gov/funding/nih-budget-and-spending-data-past-fiscal-years/success-rates
NIH grant statistics for different types of grants.
Form 1 in Research Project Grants and Form 4 in Training and Research career development have the total number of grants reviewed.
https://www.nature.com/articles/s41592-025-02618-1
Hallou, A., He, R., Simons, B. D., & Dumitrascu, B. (2025). A computational pipeline for spatial mechano-transcriptomics. Nature Methods. https://doi.org/10.1038/s41592-025-02618-1
Reviews:
https://www.nature.com/articles/s41580-023-00583-1#Sec35
(difficult to follow)
Combining with Spatial transcriptomics:
https://www.nature.com/articles/s41592-025-02618-1
(new thing)