cs.LG

MSDformer: Multi-scale Discrete Transformer For Time Series Generation

arXiv:2505.14202v3 Announce Type: replace
Abstract: Discrete Token Modeling (DTM), which employs vector quantization techniques, has demonstrated remarkable success in modeling non-natural language modalities, particularly in time series generation. W…