no code implementations • 5 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.
1 code implementation • 19 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.
Ranked #4 on Retinal Vessel Segmentation on DRIVE