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Transductive meta-learning with enhanced feature ensemble for few-shot semantic segmentation

Author(s): Karimi A; Poullis C;

This paper addresses few-shot semantic segmentation and proposes a novel transductive end-to-end method that overcomes three key problems affecting performance. First, we present a novel ensemble of visual features learned from pretrained classification and semantic segmentation networks with the same architecture. Our approach leverages the varying discr ...

Article GUID: 38369571


Aluminum-free glass ionomer cements containing 45S5 Bioglass® and its bioglass-ceramic

Author(s): Zandi Karimi A; Rezabeigi E; Drew RAL;

Although the incorporation of bioactive glasses into glass ionomer cements (GICs) has led to promising results, using a bioactive glass as the only solid component of GICs has never been investigated. In this study, we developed an Al-free GIC with standard compressive strength using various combinations of 45S5 Bioglass® and its glass-ceramic as the soli ...

Article GUID: 34156576


Glass ionomer cements with enhanced mechanical and remineralizing properties containing 45S5 bioglass-ceramic particles.

Author(s): Zandi Karimi A, Rezabeigi E, Drew RAL

J Mech Behav Biomed Mater. 2019 May 24;97:396-405 Authors: Zandi Karimi A, Rezabeigi E, Drew RAL

Article GUID: 31174045


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