Artificial Intelligence #ts-memory#memory
TS-Memory: A Plug-and-Play Memory Adapter for Time Series Foundation Models
TS-Memory, a lightweight memory adapter proposed by researchers, addresses distribution shift in time series foundation models. It uses Parametric Memory Distillation to combine the benefits of parametric adaptation and non-parametric retrieval without their drawbacks, achieving consistent forecasting improvements with minimal overhead.
Jun 16, 2026 1 source