Grounding Synthetic Data Generation With Vision and Language Models.

Ümit Mert Çaglar

Ümit Mert Çaglar Alptekin Temizel Grounding Synthetic Data Generation With Vision and Language Models. 2026 March abs/2603.09625 CoRR https://doi.org/10.48550/arXiv.2603.09625 db/journals/corr/corr2603.html#abs-2603-09625 streams/journals/corr

Ümit Mert Çaglar Baris Yilmaz Melek Türkmen Erdem Akagündüz Salih Tileylioglu Exploring challenges in deep learning of single-station ground motion records. 518 2025 December 18 Earth Sci. Informatics 4 https://doi.org/10.1007/s12145-025-02036-z db/journals/esi/esi18.html#CaglarYTAT25 streams/journals/esi

Gorkem Polat Ümit Mert Çaglar Alptekin Temizel Class distance weighted cross entropy loss for classification of disease severity. 126372 2025 269 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2024.126372 db/journals/eswa/eswa269.html#PolatCT25 streams/journals/eswa

Alper Bahcekapili Duygu Arslan Umut Ozdemir Berkay Ozkirli Emre Akbas Ahmet Acar Gozde Bozdagi Akar Bingdou He Shuoyu Xu Ümit Mert Çaglar Alptekin Temizel Guillaume Picaud Marc Chaumont Gérard Subsol Luc Téot Fahad Alsharekh Shahad Alghannam Hexiang Mao Wenhua Zhang Colorectal Cancer Tumor Grade Segmentation in Digital Histopathology Images: from GIGA to Mini Challenge. 48-53 2025 ICIPW https://doi.org/10.1109/ICIPW68931.2025.11385990 conf/icip/2025w db/conf/icip/icip2025w.html#BahcekapiliAOOAAAHXCTPC25 streams/conf/icip

Alper Bahcekapili Duygu Arslan Umut Ozdemir Berkay Ozkirli Emre Akbas Ahmet Acar Gozde Bozdagi Akar Bingdou He Shuoyu Xu Ümit Mert Çaglar Alptekin Temizel Guillaume Picaud Marc Chaumont Gérard Subsol Luc Téot Fahad Alsharekh Shahad Alghannam Hexiang Mao Wenhua Zhang Colorectal Cancer Tumor Grade Segmentation in Digital Histopathology Images: From Giga to Mini Challenge. 2025 July abs/2507.04681 CoRR https://doi.org/10.48550/arXiv.2507.04681 db/journals/corr/corr2507.html#abs-2507-04681 streams/journals/corr

Ümit Mert Çaglar Baris Yilmaz Melek Türkmen Erdem Akagündüz Salih Tileylioglu Exploring Challenges in Deep Learning of Single-Station Ground Motion Records. 2024 abs/2403.07569 CoRR https://doi.org/10.48550/arXiv.2403.07569 db/journals/corr/corr2403.html#abs-2403-07569

Gorkem Polat Ümit Mert Çaglar Alptekin Temizel Class Distance Weighted Cross Entropy Loss for Classification of Disease Severity. 2024 abs/2412.01246 CoRR https://doi.org/10.48550/arXiv.2412.01246 db/journals/corr/corr2412.html#abs-2412-01246 streams/journals/corr

Ümit Mert Çaglar Alperen Inci Oguz Hanoglu Görkem Polat Alptekin Temizel Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation. 462-467 2023 BIBM https://doi.org/10.1109/BIBM58861.2023.10385621 conf/bibm/2023 db/conf/bibm/bibm2023.html#CaglarIHPT23

Ümit Mert Çaglar Alperen Inci Oguz Hanoglu Görkem Polat Alptekin Temizel Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation. 2023 abs/2311.06057 CoRR https://doi.org/10.48550/arXiv.2311.06057 db/journals/corr/corr2311.html#abs-2311-06057

Ahmet Acar Erdem Akagündüz Gozde Bozdagi Akar Emre Akbas Shahad Alghannam Fahad Alsharekh Duygu Arslan Alper Bahcekapili Marc Chaumont Oguz Hanoglu Bingdou He Alperen Inci Hexiang Mao Umut Ozdemir Berkay Ozkirli Guillaume Picaud Gorkem PolatGörkem Polat Gérard Subsol Alptekin Temizel Luc Téot Salih Tileylioglu Melek Türkmen Shuoyu Xu Baris Yilmaz Wenhua Zhang