Douglas P. Finkbeiner

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Multiresolution Analysis

Diffusion Models

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Nayantara Mudur, Carolina Cuesta-Lázaro, Douglas P. Finkbeiner
Diffusion-HMC: Parameter Inference with Diffusion Model driven Hamiltonian Monte Carlo. CoRR (2024)
Nayantara Mudur, Carolina Cuesta-Lázaro, Douglas P. Finkbeiner
Cosmological Field Emulation and Parameter Inference with Diffusion Models. CoRR (2023)
Andrew K. Saydjari, Douglas P. Finkbeiner
Equivariant Wavelets: Fast Rotation and Translation Invariant Wavelet Scattering Transforms. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Mayeul Aubin, Carolina Cuesta-Lázaro, Ethan Tregidga, Javier Viaña, Cecilia Garraffo, Iouli E. Gordon, Mercedes López-Morales, Robert J. Hargreaves, Vladimir Yu. Makhnev, Jeremy J. Drake, Douglas P. Finkbeiner, Phillip Cargile
Simulation-based Inference for Exoplanet Atmospheric Retrieval: Insights from winning the Ariel Data Challenge 2023 using Normalizing Flows. CoRR (2023)
Nayantara Mudur, Douglas P. Finkbeiner
Can denoising diffusion probabilistic models generate realistic astrophysical fields? CoRR (2022)
Andrew K. Saydjari, Douglas P. Finkbeiner
Equivariant Wavelets: Fast Rotation and Translation Invariant Wavelet Scattering Transforms. CoRR (2021)