time series foundation models

5 papers

• Investigating Hallucinations of Time Series Foundation Models through Signal Subspace Analysis
• Less is More: Unlocking Specialization of Time Series Foundation Models via Structured Pruning
• Multi-Scale Finetuning for Encoder-based Time Series Foundation Models
• TS-RAG: Retrieval-Augmented Generation based Time Series Foundation Models are Stronger Zero-Shot Forecaster
• True Zero-Shot Inference of Dynamical Systems Preserving Long-Term Statistics