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ORCIDDerya Soydaner
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2020 – today
- 2024
[j5]Derya Soydaner
, Johan Wagemans:
Multi-Task Convolutional Neural Network for Image Aesthetic Assessment. IEEE Access 12: 4716-4729 (2024)- [c1]Yuyan Zhang, Derya Soydaner, Fatemeh Behrad, Lisa Koßmann, Johan Wagemans:
Investigating the Gestalt Principle of Closure in Deep Convolutional Neural Networks. ESANN 2024 - [i10]Yuyan Zhang, Derya Soydaner, Lisa Koßmann, Fatemeh Behrad, Johan Wagemans:
Finding Closure: A Closer Look at the Gestalt Law of Closure in Convolutional Neural Networks. CoRR abs/2408.12460 (2024) - [i9]Ombretta Strafforello, Gonzalo Muradas Odriozola, Fatemeh Behrad, Li-Wei Chen, Anne-Sofie Maerten, Derya Soydaner, Johan Wagemans:
BackFlip: The Impact of Local and Global Data Augmentations on Artistic Image Aesthetic Assessment. CoRR abs/2408.14173 (2024) - [i8]Ombretta Strafforello, Derya Soydaner, Michiel Willems, Anne-Sofie Maerten, Stefanie De Winter:
Have Large Vision-Language Models Mastered Art History? CoRR abs/2409.03521 (2024) - [i7]Yuyan Zhang, Derya Soydaner, Fatemeh Behrad, Lisa Koßmann, Johan Wagemans:
Investigating the Gestalt Principle of Closure in Deep Convolutional Neural Networks. CoRR abs/2411.00627 (2024) - 2023
- [i6]Anne-Sofie Maerten, Derya Soydaner:
From paintbrush to pixel: A review of deep neural networks in AI-generated art. CoRR abs/2302.10913 (2023) - [i5]Derya Soydaner, Johan Wagemans:
Multi-task convolutional neural network for image aesthetic assessment. CoRR abs/2305.09373 (2023) - [i4]Derya Soydaner, Johan Wagemans:
Unveiling The Factors of Aesthetic Preferences with Explainable AI. CoRR abs/2311.14410 (2023) - 2022
- [j4]Hüseyin Bahtiyar, Derya Soydaner, Esra Yüksel:
Application of multilayer perceptron with data augmentation in nuclear physics. Appl. Soft Comput. 128: 109470 (2022) - [j3]Derya Soydaner:
Attention mechanism in neural networks: where it comes and where it goes. Neural Comput. Appl. 34(16): 13371-13385 (2022) - [i3]Derya Soydaner:
Attention Mechanism in Neural Networks: Where it Comes and Where it Goes. CoRR abs/2204.13154 (2022) - [i2]Hüseyin Bahtiyar, Derya Soydaner, Esra Yüksel:
Application of multilayer perceptron with data augmentation in nuclear physics. CoRR abs/2205.07953 (2022) - 2020
- [j2]Derya Soydaner:
A Comparison of Optimization Algorithms for Deep Learning. Int. J. Pattern Recognit. Artif. Intell. 34(13): 2052013:1-2052013:27 (2020) - [j1]Derya Soydaner:
Hyper Autoencoders. Neural Process. Lett. 52(2): 1395-1413 (2020) - [i1]Derya Soydaner:
A Comparison of Optimization Algorithms for Deep Learning. CoRR abs/2007.14166 (2020)
2010 – 2019
- 2018
- [b1]Derya Soydaner:
Derin sinir ağı temelli üst özkodlayıcıların yapay öğrenme yöntemleriyle eğitilmesi (Training deep neural network based hyper autoencoders with machine learning methods). Mimar Sinan Güzel Sanatlar University, Turkey, 2018
Coauthor Index
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