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Turgay Celik

2 papers indexed

arxivcs.CV2026-07-10

Promptable Concept Segmentation from Above: Evaluating SAM 3's Zero-Shot and One-Shot Capabilities in Remote Sensing

Mohammad Dabaja, Turgay Celik

The deployment of large-scale foundation models, such as the Segment Anything Model 3 (SAM 3), promises a transition toward open-vocabulary, training-free computer vision. However, their capacity to generalize out-of-distribution to the complex, top-down geometric structures of E…

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crossrefMachine Learning and Knowledge Extraction2023-10-25Cited by 5

Explainable Stacked Ensemble Deep Learning (SEDL) Framework to Determine Cause of Death from Verbal Autopsies

Michael T. Mapundu, Chodziwadziwa W. Kabudula, Eustasius Musenge, Victor Olago, Turgay Celik

Verbal autopsies (VA) are commonly used in Low- and Medium-Income Countries (LMIC) to determine cause of death (CoD) where death occurs outside clinical settings, with the most commonly used international gold standard being physician medical certification. Interviewers elicit in…

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