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2305.15618
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Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models
24 May 2023
Z. Y. Wan
Ricardo Baptista
Yi-fan Chen
John R. Anderson
Anudhyan Boral
Fei Sha
Leonardo Zepeda-Núnez
DiffM
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Papers citing
"Debias Coarsely, Sample Conditionally: Statistical Downscaling through Optimal Transport and Probabilistic Diffusion Models"
6 / 6 papers shown
Title
Towards Kriging-informed Conditional Diffusion for Regional Sea-Level Data Downscaling
Subhankar Ghosh
Arun Sharma
Jayant Gupta
Aneesh Subramanian
Shashi Shekhar
DiffM
62
5
0
28 Jan 2025
Unpaired Downscaling of Fluid Flows with Diffusion Bridges
Tobias Bischoff
Katherine Deck
21
14
0
02 May 2023
Optimal Transport Tools (OTT): A JAX Toolbox for all things Wasserstein
Marco Cuturi
Laetitia Meng-Papaxanthos
Yingtao Tian
Charlotte Bunne
Geoff Davis
O. Teboul
OT
143
94
0
28 Jan 2022
Denoising Diffusion Restoration Models
Bahjat Kawar
Michael Elad
Stefano Ermon
Jiaming Song
DiffM
204
774
0
27 Jan 2022
Entropic estimation of optimal transport maps
Aram-Alexandre Pooladian
Jonathan Niles-Weed
OT
74
105
0
24 Sep 2021
Wasserstein-2 Generative Networks
Alexander Korotin
Vage Egiazarian
Arip Asadulaev
Alexander Safin
E. Burnaev
GAN
115
100
0
28 Sep 2019
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