Soon Hoe Lim

Variational Streaming Flow: Probabilistic Forecasting in Physical Time

Probabilistic forecasting is important for predicting complex dynamical systems because intrinsic randomness and incomplete observations can cause the same observed state to evolve into multiple plausible futures. While flow matching is a flexible approach for probabilistic forecasting, it is computationally expensive....