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cs.LG2025
Conditional Score Learning for Quickest Change Detection in Markov Transition Kernels
Wuxia Chen, Taposh Banerjee, Vahid Tarokh
We address the problem of quickest change detection in Markov processes with unknown transition kernels. The key idea is to learn the conditional score $\nabla_{\mathbf{y}} \log p(…
cs.LG2025
A PDE-Informed Latent Diffusion Model for 2-m Temperature Downscaling
Paul Rosu, Muchang Bahng, Erick Jiang +2
This work presents a physics-conditioned latent diffusion model tailored for dynamical downscaling of atmospheric data, with a focus on reconstructing high-resolution 2-m temperatu…