Ilkay Yildiz

According to our database, Ilkay Yildiz authored at least 15 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Automated detection and localization of pericardial effusion from point-of-care cardiac ultrasound examination.

Ilkay Yildiz Potter, Megan M. Leo, Ashkan Vaziri, James A. Feldman

Medical Biol. Eng. Comput., August, 2023

Automated Bone Tumor Segmentation and Classification as Benign or Malignant Using Computed Tomographic Imaging.

Ilkay Yildiz Potter, Diana Yeritsyan, Sarah Mahar, Jim Wu, Ara Nazarian, Aidin Vaziri, Ashkan Vaziri

J. Digit. Imaging, June, 2023

2022

Spectral Ranking Regression.

Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis

ACM Trans. Knowl. Discov. Data, 2022

Unsupervised seizure identification on EEG.

Ilkay Yildiz, Rachael Garner, Matthew Lai, Dominique Duncan

Comput. Methods Programs Biomed., 2022

Unsupervised Multivariate Time-Series Transformers for Seizure Identification on EEG.

Ilkay Yildiz Potter, George Zerveas, Carsten Eickhoff, Dominique Duncan

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Dynamics-aware Representation Learning via Multivariate Time Series Transformers.

Michael Potter, Ilkay Yildiz Potter, Octavia I. Camps, Mario Sznaier

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2021

Structural Visual Guidance Attention Networks In Retinopathy Of Prematurity.

Veysi Yildiz, Stratis Ioannidis, Ilkay Yildiz, Peng Tian, John Peter Campbell, Susan Ostmo, Jayashree Kalpathy-Cramer, Michael F. Chiang, Deniz Erdogmus, Jennifer G. Dy

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Deep Spectral Ranking.

Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Image-Driven Furniture Style for Interactive 3D Scene Modeling.

Tomer Weiss, Ilkay Yildiz, Nitin Agarwal, Esra Ataer Cansizoglu, Jae-Woo Choi

Comput. Graph. Forum, 2020

Fast and Accurate Ranking Regression.

Ilkay Yildiz, Jennifer G. Dy, Deniz Erdogmus, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

Deep Ranking for Style-Aware Room Recommendations (Student Abstract).

Ilkay Yildiz, Esra Ataer Cansizoglu, Hantian Liu, Peter B. Golbus, Ozan Tezcan, Jae-Woo Choi

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Classification and comparison via neural networks.

Ilkay Yildiz, Peng Tian, Jennifer G. Dy, Deniz Erdogmus, James M. Brown, Jayashree Kalpathy-Cramer, Susan Ostmo, J. Peter Campbell, Michael F. Chiang, Stratis Ioannidis

Neural Networks, 2019

From hand-perspective visual information to grasp type probabilities: deep learning via ranking labels.

Mo Han, Sezen Yagmur Günay, Ilkay Yildiz, Paolo Bonato, Cagdas D. Onal, Taskin Padir, Gunar Schirner, Deniz Erdogmus

Proceedings of the 12th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2019

2018

M-Estimation-Based Subspace Learning for Brain Computer Interfaces.

Berkan Kadioglu, Ilkay Yildiz, Pau Closas, Deniz Erdogmus

IEEE J. Sel. Top. Signal Process., 2018

2017

Coherence-aware stereophonic residual echo estimation.

Maria Luis Valero, Ilkay Yildiz, Edwin Mabande, Emanuël A. P. Habets

Proceedings of the Hands-free Speech Communications and Microphone Arrays, 2017