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Sun-Yuan Kung

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#machine learning Preprint Oct 2026

FlexCast: Adaptive Weather Forecasting from Arbitrary Field Sets

FlexCast is proposed, a field-adaptive weather forecasting model that uses a single set of parameters to produce identity-aligned forecasts for variable-cardinality subsets drawn from a 69-field ERA5 registry.

Yuang Zhang, Chen Hui, Wei-Si Lin et al. · 0 citations
2026

Data Augmentation Method Based on Context-Aware Patch for Remote Sensing Object Detection

Object detection in aerial imagery has garnered significant attention due to its crucial role in applications such as urban planning, environmental monitoring, and disaster response. However, class imbalance remains a persistent challenge, as minority categories are represented by fewer instances than dominant classes...

Yogendra Rao Musunuri, C. Abhineeth, Ih-Man Seo et al. · 0 citations

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