Hewa Dehigahawattage Nilushika Udayangani

Generative Diffusion Prior Distillation for Long-Context Knowledge Transfer

While traditional time-series classifiers assume full sequences at inference, practical constraints (latency and cost) often limit inputs to partial prefixes. The absence of class-discriminative patterns in partial data can significantly hinder a classifier’s ability to generalize. This work uses kn…