ChunkFormer: Learning Long Time Series with Multi-stage Chunked Transformer

Yue Ju, Alka Isac, Yimin Nie

The analysis of long sequence data remains challenging in many real-world applications. We propose a novel architecture, ChunkFormer, that improves the existing Transformer framewo…