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Mert R. Sabuncu

21 papers · 2018–2026 · 7 conferences · across top CS/AI conferences

Achievements

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+7 more ↓ πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (7) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (26)
🌍 Conference Polyglot (7) πŸƒ Academic Marathon (7) 🌈 Renaissance Researcher (5) πŸ’Ž Century Club (17) πŸ—ƒοΈ Keyword Collector (64) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (6)

Conferences

MIDL (8) WACV (5) MICCAI (3) CVPR (2) ICCV (1) ICLR (1) ICML (1)

Papers

HyperCT: Low-Rank Hypernet for Unified Chest CT Analysis MIDL 2026 Beyond Machine Interpretation: Learning from Expert Over-Reads Improves ECG Diagnosis MIDL 2026 FutureMorph: Toward Predicting Future Deformation Fields in Longitudinal Imaging MIDL 2026 Fine-tuning Vision Language Models with Graph-based Knowledge for Explainable Medical Image Analysis MICCAI 2025 Generating Novel Brain Morphology by Deforming Learned Templates MICCAI 2025 CASC-AI: Consensus-aware Self-corrective Learning for Cell Segmentation with Noisy Labels MIDL 2025 LLM-Generated Rewrite and Context Modulation for Enhanced Vision Language Models in Digital Pathology WACV 2025 POROver: Improving Safety and Reducing Overrefusal in Large Language Models with Overgeneration and Preference Optimization ICML 2025 Longitudinal Mammogram Risk Prediction MICCAI 2024 Robust Learning via Conditional Prevalence Adjustment WACV 2024 Decoding natural image stimuli from fMRI data with a surface-based convolutional network MIDL 2023 UniverSeg: Universal Medical Image Segmentation ICCV 2023 Semi-Parametric Inducing Point Networks and Neural Processes ICLR 2023 Learning to Compare Longitudinal Images MIDL 2023 Hyper-Convolution Networks for Biomedical Image Segmentation WACV 2022 Ensembling Low Precision Models for Binary Biomedical Image Segmentation WACV 2021 Real-Time Uncertainty Estimation in Computer Vision via Uncertainty-Aware Distribution Distillation WACV 2021 Hybrid optimization between iterative and network fine-tuning reconstructions for fast quantitative susceptibility mapping MIDL 2021 An Auto-Encoder Strategy for Adaptive Image Segmentation MIDL 2020 An Unsupervised Learning Model for Deformable Medical Image Registration CVPR 2018 Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation CVPR 2018