Sabuncu, Mert R.

15 publications

TMLR 2025 Knockout: A Simple Way to Handle Missing Inputs Minh Nguyen, Batuhan K. Karaman, Heejong Kim, Alan Q. Wang, Fengbei Liu, Mert R. Sabuncu

WACV 2025 LLM-Generated Rewrite and Context Modulation for Enhanced Vision Language Models in Digital Pathology Cagla Deniz Bahadir, Gozde B. Akar, Mert R. Sabuncu

ICML 2025 POROver: Improving Safety and Reducing Overrefusal in Large Language Models with Overgeneration and Preference Optimization Batuhan K. Karaman, Ishmam Zabir, Alon Benhaim, Vishrav Chaudhary, Mert R. Sabuncu, Xia Song

TMLR 2024 Efficient Identification of Direct Causal Parents via Invariance and Minimum Error Testing Minh Nguyen, Mert R. Sabuncu

WACV 2024 Robust Learning via Conditional Prevalence Adjustment Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu

TMLR 2023 A Flexible Nadaraya-Watson Head Can Offer Explainable and Calibrated Classification Alan Q. Wang, Mert R. Sabuncu

MIDL 2023 KeyMorph: Robust Multi-Modal Affine Registration via Unsupervised Keypoint Detection Evan M Yu, Alan Q Wang, Adrian V Dalca, Mert R Sabuncu

MIDL 2023 Label Conditioned Segmentation Tianyu Ma, Benjamin C Lee, Mert R Sabuncu

ICLR 2023 Semi-Parametric Inducing Point Networks and Neural Processes Richa Rastogi, Yair Schiff, Alon Hacohen, Zhaozhi Li, Ian Lee, Yuntian Deng, Mert R. Sabuncu, Volodymyr Kuleshov

ICCV 2023 UniverSeg: Universal Medical Image Segmentation Victor Ion Butoi, Jose Javier Gonzalez Ortiz, Tianyu Ma, Mert R. Sabuncu, John Guttag, Adrian V. Dalca

WACV 2022 Hyper-Convolution Networks for Biomedical Image Segmentation Tianyu Ma, Adrian V. Dalca, Mert R. Sabuncu

WACV 2021 Ensembling Low Precision Models for Binary Biomedical Image Segmentation Tianyu Ma, Hang Zhang, Hanley Ong, Amar Vora, Thanh D. Nguyen, Ajay Gupta, Yi Wang, Mert R. Sabuncu

WACV 2021 Real-Time Uncertainty Estimation in Computer Vision via Uncertainty-Aware Distribution Distillation Yichen Shen, Zhilu Zhang, Mert R. Sabuncu, Lin Sun

ICCV 2007 A Robust Algorithm for Fiber-Bundle Atlas Construction Ulas Ziyan, Mert R. Sabuncu, W. Eric L. Grimson, Carl-Fredrik Westin

ICCV 2007 What Data to Co-Register for Computing Atlases B. T. Thomas Yeo, Mert R. Sabuncu, Hartmut Mohlberg, Katrin Amunts, Karl Zilles, Polina Golland, Bruce Fischl