BRIDGE

Summary

BRIDGE is a text-controlled time-series generation framework. It uses a multi-agent LLM process to create text-time-series descriptions, then conditions a diffusion generator on text plus semantic prototypes.

Official Artifacts

• Paper: https://arxiv.org/abs/2503.02445
• Code: https://github.com/microsoft/TimeCraft/tree/main/BRIDGE

Role In The Wiki

BRIDGE is the TimeCraft branch for natural-language control over generated time series. It is a context-interface source and a caption-quality warning source.

Related Pages

• TimeCraft
• Time-Series Generation
• Context-Aided Forecasting
• Unified Multimodal Models
• Synthetic Data For Time Series
• Time-Series Benchmark Hygiene