Search Results for author: Renato Berlinghieri

Found 2 papers, 2 papers with code

Gaussian processes at the Helm(holtz): A more fluid model for ocean currents

1 code implementation20 Feb 2023 Renato Berlinghieri, Brian L. Trippe, David R. Burt, Ryan Giordano, Kaushik Srinivasan, Tamay Özgökmen, Junfei Xia, Tamara Broderick

Given sparse observations of buoy velocities, oceanographers are interested in reconstructing ocean currents away from the buoys and identifying divergences in a current vector field.

Gaussian Processes

Subspace Diffusion Generative Models

1 code implementation3 May 2022 Bowen Jing, Gabriele Corso, Renato Berlinghieri, Tommi Jaakkola

Score-based models generate samples by mapping noise to data (and vice versa) via a high-dimensional diffusion process.

Denoising Image Generation

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