Kelvin Kan

According to our database, Kelvin Kan authored at least 8 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Dimension-Free Convergence of Discrete Diffusion Models: Adjoint Equations Induce the Right Space.

Kelvin Kan, Xingjian Li, Benjamin J. Zhang, Tuhin Sahai, Stanley Osher, Markos A. Katsoulakis

CoRR, May, 2026

2025

Dynamical Implicit Neural Representations.

Yesom Park, Kelvin Kan, Thomas Flynn, Yi Huang, Shinjae Yoo, Stanley J. Osher, Xihaier Luo

CoRR, November, 2025

Stability of Transformers under Layer Normalization.

Kelvin Kan, Xingjian Li, Benjamin J. Zhang, Tuhin Sahai, Stanley J. Osher, Krishna Kumar, Markos A. Katsoulakis

CoRR, October, 2025

Zero-Shot Transferable Solution Method for Parametric Optimal Control Problems.

Xingjian Li, Kelvin Kan, Deepanshu Verma, Krishna Kumar, Stanley J. Osher, Ján Drgona

CoRR, September, 2025

Optimal Control for Transformer Architectures: Enhancing Generalization, Robustness and Efficiency.

Kelvin Kan, Xingjian Li, Benjamin J. Zhang, Tuhin Sahai, Stanley J. Osher, Markos A. Katsoulakis

CoRR, May, 2025

OT-Transformer: A Continuous-time Transformer Architecture with Optimal Transport Regularization.

Kelvin Kan, Xingjian Li, Stanley J. Osher

CoRR, January, 2025

2022

Learning Quantile Functions without Quantile Crossing for Distribution-free Time Series Forecasting.

Youngsuk Park, Danielle C. Maddix, François-Xavier Aubet, Kelvin Kan, Jan Gasthaus, Yuyang Wang

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

Multivariate Quantile Function Forecaster.

Kelvin Kan, François-Xavier Aubet, Tim Januschowski, Youngsuk Park, Konstantinos Benidis, Lars Ruthotto, Jan Gasthaus

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022