Derya Soydaner

21 papers B 1Journal 17Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	In Trust We Survive: Emergent Trust Learning. CoRR Qianpu Chen, Giulio Barbero, Mike Preuss, Derya Soydaner
2026	J	`jnl`	When Visual Evidence is Ambiguous: Pareidolia as a Diagnostic Probe for Vision Models. CoRR Qianpu Chen, Derya Soydaner, Rob Saunders
2025	—	`conf`	Have Large Vision-Language Models Mastered Art History? ICIAP (Workshops 1) Ombretta Strafforello, Derya Soydaner, Michiel Willems, Anne-Sofie Maerten, Stefanie De Winter
2024	—	`conf`	BackFlip: The Impact of Local and Global Data Augmentations on Artistic Image Aesthetic Assessment. >ECCV Workshops (6) Ombretta Strafforello, Gonzalo Muradas Odriozola, Fatemeh Behrad, Li-Wei Chen, Anne-Sofie Maerten, Derya Soydaner, Johan Wagemans
2024	J	`jnl`	BackFlip: The Impact of Local and Global Data Augmentations on Artistic Image Aesthetic Assessment. CoRR Ombretta Strafforello, Gonzalo Muradas Odriozola, Fatemeh Behrad, Li-Wei Chen, Anne-Sofie Maerten, Derya Soydaner, Johan Wagemans
2024	J	`jnl`	Finding Closure: A Closer Look at the Gestalt Law of Closure in Convolutional Neural Networks. CoRR Yuyan Zhang, Derya Soydaner, Lisa Koßmann, Fatemeh Behrad, Johan Wagemans
2024	J	`jnl`	Have Large Vision-Language Models Mastered Art History? CoRR Ombretta Strafforello, Derya Soydaner, Michiel Willems, Anne-Sofie Maerten, Stefanie De Winter
2024	B	`conf`	Investigating the Gestalt Principle of Closure in Deep Convolutional Neural Networks. ESANN Yuyan Zhang, Derya Soydaner, Fatemeh Behrad, Lisa Koßmann, Johan Wagemans
2024	J	`jnl`	Investigating the Gestalt Principle of Closure in Deep Convolutional Neural Networks. CoRR Yuyan Zhang, Derya Soydaner, Fatemeh Behrad, Lisa Koßmann, Johan Wagemans
2024	J	`jnl`	Multi-Task Convolutional Neural Network for Image Aesthetic Assessment. IEEE Access Derya Soydaner, Johan Wagemans
2023	J	`jnl`	From paintbrush to pixel: A review of deep neural networks in AI-generated art. CoRR Anne-Sofie Maerten, Derya Soydaner
2023	J	`jnl`	Multi-task convolutional neural network for image aesthetic assessment. CoRR Derya Soydaner, Johan Wagemans
2023	J	`jnl`	Unveiling The Factors of Aesthetic Preferences with Explainable AI. CoRR Derya Soydaner, Johan Wagemans
2022	J	`jnl`	Application of multilayer perceptron with data augmentation in nuclear physics. Appl. Soft Comput. Hüseyin Bahtiyar, Derya Soydaner, Esra Yüksel
2022	J	`jnl`	Application of multilayer perceptron with data augmentation in nuclear physics. CoRR Hüseyin Bahtiyar, Derya Soydaner, Esra Yüksel
2022	J	`jnl`	Attention Mechanism in Neural Networks: Where it Comes and Where it Goes. CoRR Derya Soydaner
2022	J	`jnl`	Attention mechanism in neural networks: where it comes and where it goes. Neural Comput. Appl. Derya Soydaner
2020	J	`jnl`	A Comparison of Optimization Algorithms for Deep Learning. CoRR Derya Soydaner
2020	J	`jnl`	A Comparison of Optimization Algorithms for Deep Learning. Int. J. Pattern Recognit. Artif. Intell. Derya Soydaner
2020	J	`jnl`	Hyper Autoencoders. Neural Process. Lett. Derya Soydaner
2018	—	`—`	Derin sinir ağı temelli üst özkodlayıcıların yapay öğrenme yöntemleriyle eğitilmesi (Training deep neural network based hyper autoencoders with machine learning methods) Derya Soydaner