Seq-Flow: Efficient Probabilistic Forecasting with Self-Rollout Error Control

Yinan Huang, Shitij Govil, Bo Dai +1

Many scientific forecasting tasks require updating a distribution over future trajectories as new observations arrive. Conventional diffusion and flow models generate each forecast…