SDFlow: Similarity-Driven Flow Matching for Time Series Generation

Wei Li, Shibo Feng, Pengcheng Wu +3

Vector quantization (VQ) with autoregressive (AR) token modeling is a widely adopted and highly competitive paradigm for time-series generation. However, such models are fundamenta…