Research output per year
Research output per year
Personal profile
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Dive into the research topics where Gözde Ünal is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Disentanglement with factor quantized variational autoencoders
Baykal, G., Kandemir, M. & Unal, G., 14 Jan 2026, In: Neurocomputing. 661, 131968.Research output: Contribution to journal › Article › peer-review
Open Access -
PCLD: Point Cloud Layerwise Diffusion for Adversarial Purification
Gulsen, M., Cengiz, B., Şahin, Y. H. & Unal, G., 2026, Pattern Recognition and Artificial Intelligence - Selected Papers from the 6th Mediterranean Conference on Pattern Recognition and Artificial Intelligence, MedPRAI24. García Márquez, F. P., Hameed, A. A. & Jamil, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 727-740 14 p. (Lecture Notes in Networks and Systems; vol. 1393 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Assessing walkability with deep CNNs by integrating objective and subjective urban qualities: The case of ‘Cittaslow’ neighborhoods
Kaynarkaya, S., Çekmiş, A., Çetin, İ., Şahin, Y. H. & Ünal, G., 1 Oct 2025, In: Sustainable Cities and Society. 133, 106863.Research output: Contribution to journal › Article › peer-review
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SegResNet Based Reciprocal Transformation for BONBID-HIE Lesion Segmentation
Aydın, M. A., Abdinli, E. & Unal, G., 2025, AI for Brain Lesion Detection and Trauma Video Action Recognition - 1st BONBID-HIE Lesion Segmentation Challenge and 1st Trauma Thompson Challenge, Held in Conjunction with MICCAI 2023, Proceedings. Bao, R., Grant, E., Ou, Y., Kirkpatrick, A. & Wachs, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 39-44 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14567 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus) -
A Study Regarding Machine Unlearning on Facial Attribute Data
Gundogdu, E., Unal, A. & Unal, G., 2024, 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition, FG 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Citations (Scopus) -
Continual Learning of Multi-modal Dynamics with External Memory
Akgül, A., Unal, G. & Kandemir, M., 2024, In: Proceedings of Machine Learning Research. 242, p. 40-51 12 p.Research output: Contribution to journal › Conference article › peer-review
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EdVAE: Mitigating codebook collapse with evidential discrete variational autoencoders
Baykal, G., Kandemir, M. & Unal, G., Dec 2024, In: Pattern Recognition. 156, 110792.Research output: Contribution to journal › Article › peer-review
4 Citations (Scopus)
Projects
- 13 Finished
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Yapay Zeka Tabanlı Bankacılık Sektöründe Optimizasyon Yöntemleri
Ünal, G. (PI)
1/03/23 → 31/12/23
Project: Research › TTO
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Yardımcı Üreme Tedavilerinde Yapay Zekâ ile Klinik ve Laboratuvar Karar Destek Sistemleri Oluşturulması
Ünal, G. (PI)
15/09/20 → 15/09/21
Project: Research › TTO
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Görüntü Tabanlı Kalite Kontrolü İçin Derin Öğrenme Algoritmaları Geliştirilmesi
Ünal, G. (PI)
1/07/20 → 31/12/21
Project: Research › TTO
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NormNets. Normalization of Multimodal Brain Networks for Integral and Predictive Mapping of Neurological Disorders
Ünal, G. (PI)
1/04/20 → 31/03/22
Project: Research › EU
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Görüntü İşlemeye Dayalı Mağazalar Arası Demirbaş Transferi Mobil Yönetim Platformu Geliştirilmesi
Ünal, G. (PI)
1/12/19 → 1/04/20
Project: Research › TTO
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Dijitalleşen Tüp Yakaları – Tüp yakalarındaki bilgilerin Machine Learning ve Deep Learning algoritmaları kullanılarak okunması
Ünal, G. (PI)
15/02/19 → 15/02/20
Project: Research › TTO