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Douglas P. Finkbeiner

Center for Astrophysics | Harvard & Smithsonian

Diffusion-HMC: Parameter Inference with Diffusion Model driven Hamiltonian Monte Carlo

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May 08, 2024
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Cosmological Field Emulation and Parameter Inference with Diffusion Models

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Dec 12, 2023
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Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows

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Sep 17, 2023
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Can denoising diffusion probabilistic models generate realistic astrophysical fields?

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Nov 22, 2022
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Equivariant Wavelets: Fast Rotation and Translation Invariant Wavelet Scattering Transforms

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Apr 22, 2021
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