Sea surface temperature (SST) forecasts support marine environmental monitoring, hazard assessment, and operational ocean services. Regional multi-step prediction remains difficult because SST-only models must represent transport, spatial spreading, and local nonlinear variation from historical fields while avoiding th...
Si-Yun Hou, Xiang-Yi Zhang, Jian-Long Wang et al.· Remote Sensing· 0 citations
Discrete Diffusion Models (DDMs) have recently been introduced to recommendation systems, modeling user history as a token generation process via iterative denoising. However, while effective at capturing user-level sequential patterns, these methods often fail to explicitly integrate item-based collaborative filtering...
Jia-Qi Wang, Tianying Liu, Heng Chang et al.· 0 citations
Results indicate that discrete, anchor-constrained latent modeling provides a powerful and biologically coherent solution for unpaired single-cell multi-omics integration, and scCoA-VQA can accurately capture the meaningful regulatory structure.
Han Peng, Wu-Chao Liu, Yifang Cai et al.· Proceedings of the 32nd ACM...· 0 citations
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