Accurate correction of gridded numerical weather prediction precipitation forecasts remains challenging because many end-to-end deep learning correction models treat meteorological variables as undifferentiated data channels and therefore provide limited physical interpretability…
Background This study aimed to explore core and bridge elements in the network structure linking family functioning and cognitive insight among community-dwelling individuals with schizophrenia. The NodeIdentifyR (NIRA) algorithm was applied to simulate node-level perturbations w…
Latent diffusion models (LDMs) enable efficient high-resolution image synthesis by denoising in a VAE-compressed latent space. However, fixed visual tokenizers can discard fine textures and structural details, while separate representation and diffusion training creates a mismatc…