2 papers
cs.CE2026
Stabilizing Neural Emulation of Spatiotemporal Physical Dynamics through Denoising Koopman Latent Dynamics
Chenxu Wu, Sixing Chen, Junming Hou +5
Koopman operator theory provides a principled framework for reduced-order modeling of nonlinear spatiotemporal dynamics through linear evolution in an observable space. In practice…
cs.CV2026
Semi-Supervised Flow Matching for Mosaiced and Panchromatic Fusion Imaging
Peiming Luo, Nan Wang, Litong Liu +4
Fusing a low resolution (LR) mosaiced hyperspectral image (HSI) with a high resolution (HR) panchromatic (PAN) image offers a promising avenue for video-rate HR-HSI imaging via sin…