Dual-stream statistical plus deep-embedding pipeline with rehearsal yields competitive accuracy and low forgetting on five time-series benchmarks for class-incremental classification.
Ashirbad Pradhan, Jiayuan He, and Ning Jiang
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Combining Statistical Features and Deep Encodings for Rehearsal-Based Class-Incremental Time Series Classification
Dual-stream statistical plus deep-embedding pipeline with rehearsal yields competitive accuracy and low forgetting on five time-series benchmarks for class-incremental classification.