2 papers
cs.LG2026
TC-Next: Zero-Shot Multimodal Cyclone Forecasting
Zhe Wang, Sijie Chen, Yiming Luo +2
We present TropicalCycloneNext (TC-Next), a multimodal deep learning model that forecasts tropical cyclone track and intensity at - h leads by leveraging a foundation model'…
cs.LG2026
SAGE: Subpopulation-Aware Generative Enhancement for Mitigating Spurious Correlations
Yiming Luo, Rongqiang Zhao, Jie Liu
Spurious correlations pose a significant challenge to the robustness of modern machine learning. The inherent imbalance in dataset distributions often leads traditional Empirical R…