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Transitional Uncertainty with Layered Intermediate Predictions

Transitional Uncertainty with Layered Intermediate Predictions

25 May 2024
Ryan Benkert
M. Prabhushankar
Ghassan AlRegib
ArXivPDFHTML

Papers citing "Transitional Uncertainty with Layered Intermediate Predictions"

6 / 6 papers shown
Title
Targeting Negative Flips in Active Learning using Validation Sets
Ryan Benkert
M. Prabhushankar
Ghassan AlRegib
AAML
35
0
0
16 Nov 2024
Introspective Learning : A Two-Stage Approach for Inference in Neural
  Networks
Introspective Learning : A Two-Stage Approach for Inference in Neural Networks
M. Prabhushankar
Ghassan AlRegib
41
19
0
17 Sep 2022
Patches Are All You Need?
Patches Are All You Need?
Asher Trockman
J. Zico Kolter
ViT
225
402
0
24 Jan 2022
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D
  biomedical image classification
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification
Jiancheng Yang
Rui Shi
D. Wei
Zequan Liu
Lin Zhao
B. Ke
Hanspeter Pfister
Bingbing Ni
VLM
171
647
0
27 Oct 2021
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
273
5,660
0
05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in
  Deep Learning
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning
Y. Gal
Zoubin Ghahramani
UQCV
BDL
285
9,136
0
06 Jun 2015
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