publications

2024

1. 

   Policy Gradient-Driven Noise Mask

   Mehmet Can Yavuz, and Yang Yang

   arXiv preprint arXiv:2406.14568, 2024

   Bib

   @article{yavuz2024policy,
     title = {Policy Gradient-Driven Noise Mask},
     author = {Yavuz, Mehmet Can and Yang, Yang},
     journal = {arXiv preprint arXiv:2406.14568},
     year = {2024},
   }

2. 

   Self-Supervised Variational Contrastive Learning with Applications to Face Understanding

   Mehmet Can Yavuz, and Berrin Yanikoglu

   In 2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG), 2024

   Bib

   @inproceedings{yavuz2024self,
     title = {Self-Supervised Variational Contrastive Learning with Applications to Face Understanding},
     author = {Yavuz, Mehmet Can and Yanikoglu, Berrin},
     booktitle = {2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)},
     pages = {1--9},
     year = {2024},
     organization = {IEEE},
   }

3. 

   Universal and extensible language-vision models for organ segmentation and tumor detection from abdominal computed tomography

   Jie Liu, Yixiao Zhang, Kang Wang, and 8 more authors

   Medical Image Analysis, 2024

   Bib

   @article{liu2024universal,
     title = {Universal and extensible language-vision models for organ segmentation and tumor detection from abdominal computed tomography},
     author = {Liu, Jie and Zhang, Yixiao and Wang, Kang and Yavuz, Mehmet Can and Chen, Xiaoxi and Yuan, Yixuan and Li, Haoliang and Yang, Yang and Yuille, Alan and Tang, Yucheng and others},
     journal = {Medical Image Analysis},
     pages = {103226},
     year = {2024},
     publisher = {Elsevier},
   }

2023

1. 

   Self-And Weakly-Supervised Deep Learning Methods With Applications In Biometric And Biomedical Data

   Mehmet Can Yavuz

   2023

   Bib

   @phdthesis{yavuz2023self,
     title = {Self-And Weakly-Supervised Deep Learning Methods With Applications In Biometric And Biomedical Data},
     author = {Yavuz, Mehmet Can},
     year = {2023},
   }

2022

1. 

   VCL-PL: Semi-supervised Learning from Noisy Web Data with Variational Contrastive Learning

   Mehmet Can Yavuz, and Berrin Yanıkoğlu

   In 26th International Conference on Pattern Recognition (ICPR), 2022

   Bib

   @inproceedings{yavuz2022vcl,
     title = {VCL-PL: Semi-supervised Learning from Noisy Web Data with Variational Contrastive Learning},
     author = {Yavuz, Mehmet Can and Yan{\i}ko{\u{g}}lu, Berrin},
     booktitle = {26th International Conference on Pattern Recognition (ICPR)},
     pages = {740--747},
     year = {2022},
   }

2. 

   Comparison and Ensemble of 2D and 3D Approaches for COVID-19 Detection in CT Images

   Sara Atito Ali Ahmed, Mehmet Can Yavuz, Mehmet Umut Sen, and 8 more authors

   Neurocomputing, 2022

   Bib

   @article{ahmed2022comparison,
     title = {Comparison and Ensemble of 2D and 3D Approaches for COVID-19 Detection in CT Images},
     author = {Ahmed, Sara Atito Ali and Yavuz, Mehmet Can and Sen, Mehmet Umut and Gulsen, Fatih and Tutar, Onur and Korkmazer, Bora and Samanci, Cesur and {\c{S}}irolu, Sabri and Hamid, Rauf and Ery{\"u}rekli, Ali Ergun and others},
     journal = {Neurocomputing},
     year = {2022},
     publisher = {Elsevier},
   }

2021

1. 

   YFCC-CelebA Face Attributes Datasets

   Mehmet Can Yavuz, Sara Atito Ali Ahmed, Mehmet Efe Kısaağa, and 2 more authors

   In 2021 29th Signal Processing and Communications Applications Conference (SIU), 2021

   Bib

   @inproceedings{yavuz2021yfcc,
     title = {YFCC-CelebA Face Attributes Datasets},
     author = {Yavuz, Mehmet Can and Ahmed, Sara Atito Ali and K{\i}saa{\u{g}}a, Mehmet Efe and Ocak, Hasan and Yan{\i}k{\u{g}}lu, Berrin},
     booktitle = {2021 29th Signal Processing and Communications Applications Conference (SIU)},
     pages = {1--4},
     year = {2021},
     organization = {IEEE},
   }