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20202026
most citedELEMENT: Multi-Modal Retinal Vessel Segmentation Based on a Coupled Region Growing and Machine Learning Approach

73 citations · 249 across the 20 of their papers we have counts for

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Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 1 cited

Physics-Driven ML-Based Modelling for Correcting Inverse Estimation

Ruiyuan Kang, Tingting Mu, Panos Liatsis +1

When deploying machine learning estimators in science and engineering (SAE) domains, it is critical to avoid failed estimations that can have disastrous consequences, e.g., in aero…

cs.NE2023

EEE, Remediating the failure of machine learning models via a network-based optimization patch

Ruiyuan Kang, Dimitrios Kyritsis, Panos Liatsis

A network-based optimization approach, EEE, is proposed for the purpose of providing validation-viable state estimations to remediate the failure of pretrained models. To improve o…