Kai Tyrus Nelson 🌹

Bridging the Simulation-to-Experiment Gap with Generative Models using Adversarial Distribution Alignment (ADA)

Nelson, K., Kreiman, T., Levine, S., Krishnapriyan, A.

Paper Project Page

EventFlow: Forecasting Continuous-Time Event Data with Flow Matching

Kerrigan, G., Nelson, K., Smyth, P.

Paper OpenReview

Learning Conditional Marked Event Sequences with Mixed Data Types

Draxler, F., Meng, Y., Nelson, K., Laskowski, L., Yang, Y., Karaletsos, T., Mandt, S.

OpenReview

A Generative Diffusion Model for Probabilistic Ensembles of Precipitation Maps Conditioned on Multisensor Satellite Observations

Guilloteau, C., Kerrigan, G., Nelson, K., Pfreundschuh, S., Le, P. V. V., Migliorini, G., Smyth, P., Li, R., Foufoula-Georgiou, E.

Paper

Score-based Likelihood Ratios for Authorship Verification with Stylometric Text Embeddings

Longjohn, R., Nelson, K., Smyth, P.

Classifier Comparison for Radionuclide Identification with Gamma-ray Spectra

Romo, J. R., Nelson, K. T., Monterial, M., Nelson, K. E., Labov, S. E.

Paper