Page Not Found
Page not found. Your pixels are in another canvas.
Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Mehmet Arif Demirtaş
About me
Posts
portfolio
publications
Predicting cognitive scores with graph neural networks through sample selection learning
Published in Brain Imaging and Behavior, 2021
We design a novel regression GNN model (namely RegGNN) for predicting IQ scores from brain connectivity.
Recommended citation: M. Hanik, M. A. Demirtaş, M. A. Gharsallaoui, and I. Rekik, “Predicting cognitive scores with graph neural networks through sample selection learning,” Brain Imaging and Behavior, vol. 16, no. 3, pp. 1123–1138, Jun. 2022, doi: 10.1007/s11682-021-00585-7. https://doi.org/10.1007/s11682-021-00585-7
Semantic Parsing of Interpage Relations
Accepted in ICPR 2022, 2022
We formalize the task of semantic parsing for parsing relations between pages in multi-page documents as dependency trees.
Recommended citation: M. A. Demirtas, B. Oral, M. Y. Akpinar, and O. Deniz, “Semantic Parsing of Interpage Relations,” in 2022 26th International Conference on Pattern Recognition (ICPR), Montreal, QC, Canada, Aug. 2022, pp. 1579–1585. doi: 10.1109/ICPR56361.2022.9956546. https://ieeexplore.ieee.org/document/9956546
Face-Dubbing++: Lip-Synchronous, Voice Preserving Translation of Videos
In this paper, we propose a neural end-to-end system for voice preserving, lip-synchronous translation of videos.
Recommended citation: A. Waibel et al., “Face-Dubbing++: Lip-Synchronous, Voice Preserving Translation of Videos,” arXiv:2206.04523 [cs, eess], Jun. 2022, Accessed: Jun. 23, 2022. [Online]. https://arxiv.org/abs/2206.04523
Quantifying the Predictive Uncertainty of Regression GNN Models Under Target Domain Shifts
Published in MICCAI PRIME workshop, 2022
We propose a deep graph ensemble of regression GNNs for estimating predictive uncertainty under domain shifts.
Recommended citation: S. Yürekli, M. A. Demirtaş, and I. Rekik, “Quantifying the Predictive Uncertainty of Regression GNN Models Under Target Domain Shifts,” in Predictive Intelligence in Medicine, Cham, 2022, pp. 149–159. doi: 10.1007/978-3-031-16919-9_14. https://doi.org/10.1007/978-3-031-16919-9_14