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Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation
4 April 2023
M. Jung
He Zhao
Joanna Dipnall
Lan Du
UQCV
BDL
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Papers citing
"Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation"
10 / 10 papers shown
Title
Uncertainty Quantification for Machine Learning in Healthcare: A Survey
L. J. L. Lopez
Shaza Elsharief
Dhiyaa Al Jorf
Firas Darwish
Congbo Ma
Farah E. Shamout
55
0
0
04 May 2025
Navigating Conflicting Views: Harnessing Trust for Learning
Jueqing Lu
Lan Du
Wray L. Buntine
M. Jung
Joanna Dipnall
Belinda Gabbe
38
0
0
03 Jun 2024
Rényi Neural Processes
Xuesong Wang
He Zhao
Edwin V. Bonilla
UQCV
BDL
32
0
0
25 May 2024
Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture
M. Jung
He Zhao
Joanna Dipnall
Belinda Gabbe
Lan Du
UQCV
EDL
42
12
0
06 Oct 2022
NP-Match: When Neural Processes meet Semi-Supervised Learning
Jianfeng Wang
Thomas Lukasiewicz
Daniela Massiceti
Xiaolin Hu
Vladimir Pavlovic
A. Neophytou
BDL
63
42
0
03 Jul 2022
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text
Hassan Akbari
Liangzhe Yuan
Rui Qian
Wei-Hong Chuang
Shih-Fu Chang
Yin Cui
Boqing Gong
ViT
240
577
0
22 Apr 2021
Group Equivariant Conditional Neural Processes
M. Kawano
Wataru Kumagai
Akiyoshi Sannai
Yusuke Iwasawa
Y. Matsuo
BDL
45
19
0
17 Feb 2021
Deep Sub-Ensembles for Fast Uncertainty Estimation in Image Classification
Matias Valdenegro-Toro
UQCV
56
51
0
17 Oct 2019
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles
Balaji Lakshminarayanan
Alexander Pritzel
Charles Blundell
UQCV
BDL
268
5,652
0
05 Dec 2016
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference
Y. Gal
Zoubin Ghahramani
UQCV
BDL
197
742
0
06 Jun 2015
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