Yazar "Özkan, İsmail Taha Samed" için listeleme
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A Comparison of Different Loss Computations in Siamese Networks for Authorship Verification
Gülcü, Ayla; Özkan, İsmail Taha Samed; Karakuş, Osman Furkan (Springer, 2023)In this study, we consider the author verification problem as a binary classification problem where the aim is to identify whether the two inputs belong to the same author or not. For this task, we have used several ... -
Triplet MAML for Few-shot Classification Problems
Gülcü, Ayla; Özkan, İsmail Taha Samed; Kuş, Zeki; Karakuş, Osman Furkan (Springer, 2023)In this study, we propose a TripletMAML algorithm as an extension to Model-Agnostic Meta-Learning (MAML) which is the most widely-used optimization-based meta-learning algorithm. We approach MAML from a metric-learning ...
