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Agent Forecasting at Flexible Horizons using ODE Flows
In this work we describe OMEN, a neural ODE based normalizing flow for the prediction of marginal distributions at flexible evaluation horizons, and apply it to agent position forecasting.
Manifold Density Estimation via Generalized Dequantization
For instance, some kinds of data may be known to lie on the surface of a sphere.
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