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Shedding Light on Large Generative Networks: Estimating Epistemic
  Uncertainty in Diffusion Models

Shedding Light on Large Generative Networks: Estimating Epistemic Uncertainty in Diffusion Models

5 June 2024
Lucas Berry
Axel Brando
D. Meger
ArXivPDFHTML

Papers citing "Shedding Light on Large Generative Networks: Estimating Epistemic Uncertainty in Diffusion Models"

6 / 6 papers shown
Title
Generative Uncertainty in Diffusion Models
Generative Uncertainty in Diffusion Models
Metod Jazbec
Eliot Wong-Toi
Guoxuan Xia
Dan Zhang
Eric T. Nalisnick
Stephan Mandt
DiffM
43
0
0
28 Feb 2025
Exploiting Epistemic Uncertainty in Cold-Start Recommendation Systems
Exploiting Epistemic Uncertainty in Cold-Start Recommendation Systems
Yang Xiang
Li Fan
Chenke Yin
Menglin Kong
Chengtao Ji
OffRL
37
0
0
22 Feb 2025
Trustworthy image-to-image translation: evaluating uncertainty calibration in unpaired training scenarios
Trustworthy image-to-image translation: evaluating uncertainty calibration in unpaired training scenarios
Ciaran Bench
Emir Ahmed
Spencer A. Thomas
MedIm
36
0
0
29 Jan 2025
Towards Understanding and Quantifying Uncertainty for Text-to-Image
  Generation
Towards Understanding and Quantifying Uncertainty for Text-to-Image Generation
Gianni Franchi
Dat Nguyen Trong
Nacim Belkhir
Guoxuan Xia
Andrea Pilzer
UQLM
73
0
0
04 Dec 2024
Simple and Scalable Predictive Uncertainty Estimation using Deep
  Ensembles
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
268
5,652
0
05 Dec 2016
ImageNet Large Scale Visual Recognition Challenge
ImageNet Large Scale Visual Recognition Challenge
Olga Russakovsky
Jia Deng
Hao Su
J. Krause
S. Satheesh
...
A. Karpathy
A. Khosla
Michael S. Bernstein
Alexander C. Berg
Li Fei-Fei
VLM
ObjD
282
39,170
0
01 Sep 2014
1