Publications

@article{openalex-W4415908311,
  title = {{Shift-ACT: Test-time adaptation via shift-aware class-specific dynamic thresholding for domain generalization}},
  author = {Karimi, Saeed and Dibeklioğlu, Hamdi},
  year = {2026},
  journal = {Neurocomputing},
  volume = {663},
  pages = {132013},
  publisher = {Elsevier BV},
  doi = {10.1016/j.neucom.2025.132013},
  url = {https://doi.org/10.1016/j.neucom.2025.132013},
  openalex = {W4415908311}
}

@article{openalex-W4412429132,
  title = {{AdaPAC: Prototypical anchored contrastive test time adaptation for domain generalization}},
  author = {Karimi, Saeed and Dibeklioğlu, Hamdi},
  year = {2025},
  journal = {Neurocomputing},
  volume = {650},
  pages = {130839},
  publisher = {Elsevier BV},
  doi = {10.1016/j.neucom.2025.130839},
  url = {https://doi.org/10.1016/j.neucom.2025.130839},
  openalex = {W4412429132}
}

@article{openalex-W4409426355,
  title = {{Affect and Personality Aided Modeling of Transcribed Speech for Depression Severity Estimation}},
  author = {Gönç, Kaan and Dibeklioğlu, Hamdi},
  year = {2025},
  journal = {IEEE Transactions on Affective Computing},
  volume = {16},
  number = {3},
  pages = {2334--2351},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/taffc.2025.3560476},
  url = {https://doi.org/10.1109/taffc.2025.3560476},
  openalex = {W4409426355}
}

@article{openalex-W4412567295,
  title = {{DECEPTIcON: Bridging Gaps in In-the-Wild Deception Research}},
  author = {Biçer, Berat and Durmaz, Bahadır and Aras, Serhat and Dibeklioğlu, Hamdi},
  year = {2025},
  journal = {IEEE Transactions on Affective Computing},
  volume = {16},
  number = {4},
  pages = {3452--3464},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/taffc.2025.3591205},
  url = {https://doi.org/10.1109/taffc.2025.3591205},
  openalex = {W4412567295}
}

@article{openalex-W4411589490,
  title = {{SATA: Style Agnostic Test time Adaptation for domain generalization}},
  author = {Karimi, Saeed and Dibeklioğlu, Hamdi},
  year = {2025},
  journal = {Image and Vision Computing},
  volume = {161},
  pages = {105607},
  publisher = {Elsevier BV},
  doi = {10.1016/j.imavis.2025.105607},
  url = {https://doi.org/10.1016/j.imavis.2025.105607},
  openalex = {W4411589490}
}

@article{openalex-W4387385629,
  title = {{Automatic Deceit Detection Through Multimodal Analysis of High-Stake Court-Trials}},
  author = {Biçer, Berat and Dibeklioğlu, Hamdi},
  year = {2024},
  journal = {IEEE Transactions on Affective Computing},
  volume = {15},
  number = {1},
  pages = {342--356},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/taffc.2023.3322331},
  url = {https://doi.org/10.1109/taffc.2023.3322331},
  openalex = {W4387385629}
}

@article{openalex-W4395659810,
  title = {{Systematic Analysis of Speech Transcription Modeling for Reliable Assessment of Depression Severity}},
  author = {Kaynak, Ergün Batuhan and Dibeklioğlu, Hamdi},
  year = {2024},
  journal = {Sakarya University Journal of Computer and Information Sciences},
  volume = {7},
  number = {1},
  pages = {77--91},
  publisher = {Sakarya University Journal of Computer and Information Sciences},
  doi = {10.35377/saucis...1381522},
  url = {https://doi.org/10.35377/saucis...1381522},
  openalex = {W4395659810}
}

@article{openalex-W4393030602,
  title = {{Uncovering and mitigating spurious features in domain generalization}},
  author = {Karimi, Saeed and Dibeklioğlu, Hamdi},
  year = {2024},
  journal = {Turkish Journal of Electrical Engineering and Computer Sciences},
  volume = {32},
  number = {2},
  pages = {320--337},
  publisher = {The Scientific and Technological Research Council of Turkey (TUBITAK-ULAKBIM) - DIGITAL COMMONS JOURNALS},
  doi = {10.55730/1300-0632.4071},
  url = {https://doi.org/10.55730/1300-0632.4071},
  openalex = {W4393030602}
}

@article{openalex-W3081182375,
  title = {{Multi-Label Sentiment Analysis on 100 Languages With Dynamic Weighting for Label Imbalance}},
  author = {Yilmaz, Selim F. and Kaynak, E. Batuhan and Koç, Aykut and Dibeklioğlu, Hamdi and Kozat, Suleyman Serdar},
  year = {2023},
  journal = {IEEE Transactions on Neural Networks and Learning Systems},
  volume = {34},
  number = {1},
  pages = {331--343},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  doi = {10.1109/tnnls.2021.3094304},
  url = {https://doi.org/10.1109/tnnls.2021.3094304},
  openalex = {W3081182375}
}

@inproceedings{openalex-W4387421660,
  title = {{User Feedback-based Online Learning for Intent Classification}},
  author = {Gönç, Kaan and Sağlam, Baturay and Dalmaz, Onat and Çukur, Tolga and Kozat, Serdar and Dibeklioglu, Hamdi},
  year = {2023},
  booktitle = {International Conference on Multimodal Interaction},
  pages = {613--621},
  publisher = {ACM},
  doi = {10.1145/3577190.3614137},
  url = {https://doi.org/10.1145/3577190.3614137},
  openalex = {W4387421660}
}

@inproceedings{openalex-W4293863213,
  title = {{Face Inpainting with Pre-trained Image Transformers}},
  author = {Gonc, Kaan and Saglam, Baturay and Kozat, Suleyman S. and Dibeklioglu, Hamdi},
  year = {2022},
  booktitle = {2022 30th Signal Processing and Communications Applications Conference (SIU)},
  pages = {1--4},
  publisher = {IEEE},
  doi = {10.1109/siu55565.2022.9864676},
  url = {https://doi.org/10.1109/siu55565.2022.9864676},
  openalex = {W4293863213}
}

@inproceedings{openalex-W3120124107,
  title = {{Identity Unbiased Deception Detection by 2D-to-3D Face Reconstruction}},
  author = {Ngo, Le Minh and Wang, Wei and Mandira, Burak and Karaoglu, Sezer and Bouma, Henri and Dibeklioglu, Hamdi and Gevers, Theo},
  year = {2021},
  booktitle = {2021 IEEE Winter Conference on Applications of Computer Vision (WACV)},
  pages = {145--154},
  publisher = {IEEE},
  doi = {10.1109/wacv48630.2021.00019},
  url = {https://doi.org/10.1109/wacv48630.2021.00019},
  openalex = {W3120124107}
}

@article{openalex-W3095255024,
  title = {{Multimodal analysis of personality traits on videos of self-presentation and induced behavior}},
  author = {Giritlioğlu, Dersu and Mandira, Burak and Yilmaz, Selim Firat and Ertenli, Can Ufuk and Akgür, Berhan Faruk and Kınıklıoğlu, Merve and Kurt, Aslı Gül and Mutlu, Emre and Gürel, Şeref Can and Dibeklioğlu, Hamdi},
  year = {2021},
  journal = {Journal on Multimodal User Interfaces},
  volume = {15},
  number = {4},
  pages = {337--358},
  publisher = {Springer Science and Business Media LLC},
  doi = {10.1007/s12193-020-00347-7},
  url = {https://doi.org/10.1007/s12193-020-00347-7},
  openalex = {W3095255024}
}

@inproceedings{openalex-W3116945309,
  title = {{Enforcing Multilabel Consistency for Automatic Spatio-Temporal Assessment of Shoulder Pain Intensity}},
  author = {Erekat, Diyala and Hammal, Zakia and Siddiqui, Maimoon and Dibeklioğlu, Hamdi},
  year = {2020},
  booktitle = {Companion Publication of the 2020 International Conference on Multimodal Interaction},
  volume = {2020},
  pages = {156--164},
  publisher = {ACM},
  doi = {10.1145/3395035.3425190},
  url = {https://doi.org/10.1145/3395035.3425190},
  openalex = {W3116945309}
}