Search Results for author: Onur Boyar

Found 2 papers, 1 papers with code

Latent Space Bayesian Optimization with Latent Data Augmentation for Enhanced Exploration

no code implementations5 Feb 2023 Onur Boyar, Ichiro Takeuchi

Additionally, we present LCA-VAE, a novel VAE method that creates a latent space with increased consistent points through data augmentation in latent space and penalization of latent inconsistencies.

Bayesian Optimization Data Augmentation +1

Exploring The Limits Of Data Augmentation For Retinal Vessel Segmentation

1 code implementation19 May 2021 Enes Sadi Uysal, M. Şafak Bilici, B. Selin Zaza, M. Yiğit Özgenç, Onur Boyar

By analyzing input images and performing the augmentation accordingly we show that the performance of the U-Net model can be increased dramatically.

Data Augmentation Retinal Vessel Segmentation +1

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