Adaptive Spectral-Koopman Dynamics Modeling for Temporal Domain Generalization
Temporal Domain Generalization (TDG) has emerged to address real-world streaming data with distribution shifts over time. However, existing methods are either prone to overfitting to domain-specific noise in the data space or become overly complex and less interpretable in the parameter space. To bridge these gaps, we...
Teng-Xue Zhang, Yun-Jie Ke, Yang Shu et al.
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