Yufeng Zou

Investigating Hallucinations of Time Series Foundation Models through Signal Subspace Analysis

Times series foundation models (TSFMs) have emerged as a promising paradigm for time series analysis and forecasting, showing remarkable generalization performance across different domains. While efforts have been made on hallucinations of foundation models, the hallucinations of TSFMs have been und…