AI RESEARCH
KairosHope: A Next-Generation Time-Series Foundation Model for Specialized Classification via Dual-Memory Architecture
arXiv CS.LG
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ArXi:2605.18657v1 Announce Type: new Time Series Foundation Models (TSFMs) have nstrated notable success in general-purpose forecasting tasks; however, their adaptation to specialized classification problems remains constrained by the computational bottleneck of standard attention and the systematic omission of classical statistical knowledge. This technical report