Search Results for author: Mitchell A. Stotland

Found 2 papers, 1 papers with code

CleftGAN: Adapting A Style-Based Generative Adversarial Network To Create Images Depicting Cleft Lip Deformity

1 code implementation12 Oct 2023 Abdullah Hayajneh, Erchin Serpedin, Mohammad Shaqfeh, Graeme Glass, Mitchell A. Stotland

We undertook a transfer learning protocol testing different versions of StyleGAN-ADA (a generative adversarial network image generator incorporating adaptive data augmentation (ADA)) as the base model.

Data Augmentation Ethics +2

Unsupervised Anomaly Appraisal of Cleft Faces Using a StyleGAN2-based Model Adaptation Technique

no code implementations12 Nov 2022 Abdullah Hayajneh, Mohammad Shaqfeh, Erchin Serpedin, Mitchell A. Stotland

This paper presents a novel machine learning framework to consistently detect, localize and rate congenital cleft lip anomalies in human faces.

Generative Adversarial Network

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