Işık Yazarı "Erkoç, Tuğba" Bilgisayar Mühendisliği Bölümü / Department of Computer Engineering İçin Listeleme
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El yazısı rakam sınıflandırması için gözetimsiz benzerlik tabanlı evrişimler
Erkoç, Tuğba; Eskil, Mustafa Taner (Institute of Electrical and Electronics Engineers Inc., 2022)Effective training of filters in Convolutional Neural Networks (CNN) ensures their success. In order to achieve good classification results in CNNs, filters must be carefully initialized, trained and fine-tuned. We propose ... -
A novel similarity based unsupervised technique for training convolutional filters
Erkoç, Tuğba; Eskil, Mustata Taner (IEEE, 2023-05-17)Achieving satisfactory results with Convolutional Neural Networks (CNNs) depends on how effectively the filters are trained. Conventionally, an appropriate number of filters is carefully selected, the filters are initialized ...