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2408.04718
Cited By
Zero-Shot Uncertainty Quantification using Diffusion Probabilistic Models
8 August 2024
Dule Shu
A. Farimani
DiffM
UQCV
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Papers citing
"Zero-Shot Uncertainty Quantification using Diffusion Probabilistic Models"
8 / 8 papers shown
Improved probabilistic regression using diffusion models
Carlo Kneissl
Christopher Bülte
Philipp Scholl
Gitta Kutyniok
DiffM
226
0
0
06 Oct 2025
When do World Models Successfully Learn Dynamical Systems?
Edmund Ross
Claudia Drygala
Leonhard Schwarz
Samir Kaiser
F. Mare
Tobias Breiten
Hanno Gottschalk
AI4CE
192
1
0
07 Jul 2025
Perfecting Depth: Uncertainty-Aware Enhancement of Metric Depth
Jinyoung Jun
Lei Chu
Jiahao Li
Yan Lu
Chang-Su Kim
MDE
390
2
0
05 Jun 2025
Using Diffusion Ensembles to Estimate Uncertainty for End-to-End Autonomous Driving
Florian Wintel
Sigmund H. Høeg
G. Kiss
Frank Lindseth
277
3
0
31 May 2025
Generative Latent Neural PDE Solver using Flow Matching
Zijie Li
Anthony Zhou
Amir Barati Farimani
DiffM
AI4CE
413
15
0
28 Mar 2025
LiDAR-enhanced 3D Gaussian Splatting Mapping
IEEE International Conference on Robotics and Automation (ICRA), 2025
Jian Shen
Huai Yu
Ji Wu
Wen Yang
Gui-Song Xia
3DGS
392
4
0
07 Mar 2025
Trustworthy image-to-image translation: evaluating uncertainty calibration in unpaired training scenarios
Ciaran Bench
Emir Ahmed
Spencer A. Thomas
MedIm
361
1
0
29 Jan 2025
Comparison of Generative Learning Methods for Turbulence Surrogates
Claudia Drygala
Edmund Ross
F. Mare
Hanno Gottschalk
Francesca di Mare
Hanno Gottschalk
AI4CE
436
5
0
25 Nov 2024
1
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