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cs.LG 1

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2026 1

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DIPHINE: Diffusion-based $\Phi$-ID Neural Estimator

cs.LG · 2026-06-17 · unverdicted · novelty 8.0

DIPHINE is the first diffusion-based neural estimator for the 16 ΦID atoms in continuous non-Gaussian dynamical systems, obtained by joint MI estimation followed by Möbius inversion.

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  • DIPHINE: Diffusion-based $\Phi$-ID Neural Estimator cs.LG · 2026-06-17 · unverdicted · none · ref 46

    DIPHINE is the first diffusion-based neural estimator for the 16 ΦID atoms in continuous non-Gaussian dynamical systems, obtained by joint MI estimation followed by Möbius inversion.