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Principal Manifold Flows
In this paper we characterize the geometric structure of flows using principal manifolds and understand the relationship between latent variables and samples using contours.
Normalizing Flows Across Dimensions
In this paper we introduce noisy injective flows (NIF), a generalization of normalizing flows that can go across dimensions.
Explainable Genetic Inheritance Pattern Prediction
We represent family trees with genetic patterns of inheritance using hypergraphs and latent state space models to provide explainable inheritance pattern predictions.
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