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07/14/2022
Enforcing connectivity of 3D linear structures using their 2D projections
Many biological and medical tasks require the delineation of 3D curvilin...
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12/06/2021
Adjusting the Ground Truth Annotations for Connectivity-Based Learning to Delineate
Deep learning-based approaches to delineating 3D structure depend on acc...
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10/12/2021
Localized Persistent Homologies for more Effective Deep Learning
Persistent Homologies have been successfully used to increase the perfor...
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09/15/2020
Promoting Connectivity of Network-Like Structures by Enforcing Region Separation
We propose a novel, connectivity-oriented loss function for training dee...
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03/11/2018
Combinatorial Multi-Objective Multi-Armed Bandit Problem
In this paper, we introduce the COmbinatorial Multi-Objective Multi-Arme...
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03/11/2018