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03/29/2023
On Communication-Efficient Multisensor Track Association via Measurement Transformation (Extended Version)
Multisensor track-to-track fusion for target tracking involves two prima...
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03/17/2023
Uncertainty-informed Mutual Learning for Joint Medical Image Classification and Segmentation
Classification and segmentation are crucial in medical image analysis as...
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03/17/2023
Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributions
Multimodality eye disease screening is crucial in ophthalmology as it in...
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02/16/2023
A Review of Uncertainty Estimation and its Application in Medical Imaging
The use of AI systems in healthcare for the early screening of diseases ...
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01/01/2023
EvidenceCap: Towards trustworthy medical image segmentation via evidential identity cap
Medical image segmentation (MIS) is essential for supporting disease dia...
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11/09/2022
Nonlinear Set Membership Filter with State Estimation Constraints via Consensus-ADMM
This paper considers the state estimation problem for nonlinear dynamic ...
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08/24/2022
Seamless Tracking of Group Targets and Ungrouped Targets Using Belief Propagation
This paper considers the problem of tracking a large-scale number of gro...
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06/19/2022
TBraTS: Trusted Brain Tumor Segmentation
Despite recent improvements in the accuracy of brain tumor segmentation,...
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03/29/2022
An Unbiased Symmetric Matrix Estimator for Topology Inference under Partial Observability
Network topology inference is a fundamental problem in many applications...
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11/27/2021
Towards Understanding the Impact of Model Size on Differential Private Classification
Differential privacy (DP) is an essential technique for privacy-preservi...
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05/04/2021
Randomized Multiple Model Multiple Hypothesis Tracking
This paper considers the data association problem for multi-target track...
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11/17/2019