| June 2026 | New preprint: Neural Conjugate Aggregation: Identifiable Unsupervised Multi-Sensor Regression under Heterogeneous Sensor Bias is now available on arXiv. The work introduces NCAM, a probabilistic framework for unsupervised multi-sensor fusion with uncertainty quantification and conformal prediction. |
| June 2026 | New preprint: Masked and Predictive Self-Supervised Foundation Models for 3D Brain MRI is now available on arXiv. The study investigates masked reconstruction and predictive representation learning for self-supervised pretraining in 3D brain MRI. |
| January 2026 | New publication: Disentanglement with Factor Quantized Variational Autoencoders by Gulcin Baykal, Melih Kandemir, and Gozde Unal was published in Neurocomputing. |
| September 2025 | Prof. Gozde Unal returned to ITU following her sabbatical leave and resumed her research activities at the ITU Faculty of Computer and Informatics Engineering. |
| 2025 | New paper: UniMLR: Modeling Implicit Class Significance for Multi-Label Ranking presented at ECAI 2025. |
| 2024–2025 | Prof. Gozde Unal spent her sabbatical at NYU Langone Health as a Senior Research Scientist, working on self-supervised representation learning, MRI foundation models, and uncertainty-aware machine learning. |
| December 2024 | Congratulations to Dr. Gulcin Baykal Can on successfully completing her PhD! Her doctoral research focused on discrete representation learning and generative models. |
| Jul 16, 2024 | New paper accepted in Pattern Recognition. |
| Jul 04, 2024 | Yusuf H. Şahin got his PhD diploma. |
| Jun 06, 2024 | New paper accepted at the 2024 IEEE International Conference on Image Processing (ICIP 2024). |
| Apr 20, 2024 | New paper accepted in 1st International Workshop on Responsible Face Image Processing at the 18th IEEE Automatic Face and Gesture Recognition. |
| Apr 19, 2024 | New paper accepted in Lecture Notes in Computer Science. |
| Mar 05, 2024 | New paper accepted in Tackling Climate Change with Machine Learning at ICLR 2024. |
| Mar 05, 2024 | New paper appearing at the 18th IEEE International Conference on Automatic Face and Gesture Recognition. |
| 2023–2024 | Prof. Gozde Unal was on sabbatical leave and affiliated with the Center for Machine Learning at the University of Southern Denmark. |
| Oct 22, 2015 | A simple inline announcement. |