G.Baykal, M. Kandemir and G. Unal, "EdVAE: Mitigating Codebook Collapse with Evidential Discrete Variational Autoencoders," Pattern Recognition, Volume 156, 2024. [Paper][Code]
G.Baykal*, H.F.Karagoz*, T. Binhuraib, and G. Unal, "ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning," Asian Conference on Machine Learning, Istanbul, Turkey, 2023. [Paper][Code]
H.F.Karagoz, G.Baykal, I. A. Eksi, and G. Unal, "Textile Pattern Generation Using Diffusion Models," International Textile and Fashion Congress ITFC 2023 Proceeding Book, Istanbul, Turkey, 2023. [Paper][Code: coming soon]
F. Oncel, M. Aygün, G.Baykal, and G. Unal, "UGQE: Uncertainty Guided Query Expansion,Pattern Recognition and Artificial Intelligence: Third International Conference, ICPRAI, Paris, France, 2022. [Paper][Code]
G.Baykal, F. Ozcelik and G. Unal, "Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Network," Pattern Recognition, Volume 122, 2022. [Paper][Code]
G.Baykal, and G. Unal, "Deshufflegan: A Self-Supervised Gan to Improve Structure Learning," 2020 IEEE International Conference on Image Processing (ICIP), 2020. [Paper][Code]
G.Baykal, U. Demir, I. Shyti and G. Unal, "Turkish lira banknotes classification using deep convolutional neural networks," 2018 26th Signal Processing and Communications Applications Conference (SIU), 2018. [Paper][Code: coming soon]
G.Baykal, M. Kandemir and G. Unal, "EdVAE: Mitigating Codebook Collapse with Evidential Discrete Variational Autoencoders," Pattern Recognition, Volume 156, 2024. [Paper] [Code]
G.Baykal*, H.F.Karagoz*, T. Binhuraib, and G. Unal, "ProtoDiffusion: Classifier-Free Diffusion Guidance with Prototype Learning," Asian Conference on Machine Learning, Istanbul, Turkey, 2023. [Paper] [Code]
H.F.Karagoz, G.Baykal, I. A. Eksi, and G. Unal, "Textile Pattern Generation Using Diffusion Models," International Textile and Fashion Congress ITFC 2023 Proceeding Book, Istanbul, Turkey, 2023. [Paper] [Code: coming soon]
F. Oncel, M. Aygün, G.Baykal, and G. Unal, "UGQE: Uncertainty Guided Query Expansion,Pattern Recognition and Artificial Intelligence: Third International Conference, ICPRAI, Paris, France, 2022. [Paper] [Code]
G.Baykal, F. Ozcelik and G. Unal, "Exploring DeshuffleGANs in Self-Supervised Generative Adversarial Network," Pattern Recognition, Volume 122, 2022. [Paper] [Code]
G.Baykal, and G. Unal, "Deshufflegan: A Self-Supervised Gan to Improve Structure Learning," 2020 IEEE International Conference on Image Processing (ICIP), 2020. [Paper] [Code]
G.Baykal, U. Demir, I. Shyti and G. Unal, "Turkish lira banknotes classification using deep convolutional neural networks," 2018 26th Signal Processing and Communications Applications Conference (SIU), 2018. [Paper] [Code: coming soon]