Branching Flows extends flow matching to variable-sized states by letting elements branch and delete stochastically on binary trees while composing with discrete, continuous, manifold, or multimodal base processes.
Its total mass λt(x) = Z Qt(dy;x) gives the jump intensity or jump rate, i.e
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Branching Flows: Discrete, Continuous, and Manifold Flow Matching with Splits and Deletions
Branching Flows extends flow matching to variable-sized states by letting elements branch and delete stochastically on binary trees while composing with discrete, continuous, manifold, or multimodal base processes.