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Alan Q. Wang
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2020 – today
- 2024
- [j5]Alan Q. Wang
, Batuhan K. Karaman
A Framework for Interpretability in Machine Learning for Medical Imaging. IEEE Access 12: 53277-53292 (2024) - [c7]Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu:
Adapting to Shifting Correlations with Unlabeled Data Calibration. ECCV (87) 2024: 230-246 - [c6]Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu:
Robust Learning via Conditional Prevalence Adjustment. WACV 2024: 2729-2738 - [i13]Alan Q. Wang, Rachit Saluja, Heejong Kim, Xinzi He, Adrian V. Dalca, Mert R. Sabuncu:
BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration. CoRR abs/2405.14019 (2024) - [i12]Minh Nguyen, Batuhan K. Karaman, Heejong Kim, Alan Q. Wang, Fengbei Liu, Mert R. Sabuncu:
Knockout: A simple way to handle missing inputs. CoRR abs/2405.20448 (2024) - [i11]Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu:
Adapting to Shifting Correlations with Unlabeled Data Calibration. CoRR abs/2409.05996 (2024) - 2023
- [j4]Tianyu Ma, Alan Q. Wang
Hyper-convolutions via implicit kernels for medical image analysis. Medical Image Anal. 86: 102796 (2023) - [j3]Alan Q. Wang
A robust and interpretable deep learning framework for multi-modal registration via keypoints. Medical Image Anal. 90: 102962 (2023) - [j2]Alan Q. Wang, Mert R. Sabuncu:
A Flexible Nadaraya-Watson Head Can Offer Explainable and Calibrated Classification. Trans. Mach. Learn. Res. 2023 (2023) - [c5]Xinzi He, Alan Q. Wang, Mert R. Sabuncu:
Neural Pre-processing: A Learning Framework for End-to-End Brain MRI Pre-processing. MICCAI (8) 2023: 258-267 - [i10]Alan Q. Wang, Evan M. Yu, Adrian V. Dalca, Mert R. Sabuncu:
A robust and interpretable deep learning framework for multi-modal registration via keypoints. CoRR abs/2304.09941 (2023) - [i9]Alan Q. Wang, Minh Nguyen, Mert R. Sabuncu:
Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head. CoRR abs/2309.13377 (2023) - [i8]Alan Q. Wang, Batuhan K. Karaman, Heejong Kim, Jacob Rosenthal, Rachit Saluja, Sean I. Young, Mert R. Sabuncu:
A Framework for Interpretability in Machine Learning for Medical Imaging. CoRR abs/2310.01685 (2023) - [i7]Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu:
Robust Learning via Conditional Prevalence Adjustment. CoRR abs/2310.15766 (2023) - 2022
- [c4]Evan M. Yu, Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu:
KeyMorph: Robust Multi-modal Affine Registration via Unsupervised Keypoint Detection. MIDL 2022: 1482-1503 - [i6]Tianyu Ma, Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu:
Hyper-Convolutions via Implicit Kernels for Medical Imaging. CoRR abs/2202.02701 (2022) - [i5]Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu:
Computing Multiple Image Reconstructions with a Single Hypernetwork. CoRR abs/2202.11009 (2022) - [i4]Alan Q. Wang, Mert R. Sabuncu:
A Simple Nadaraya-Watson Head can offer Explainable and Calibrated Classification. CoRR abs/2212.03411 (2022) - 2021
- [c3]Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu:
HyperRecon: Regularization-Agnostic CS-MRI Reconstruction with Hypernetworks. MLMIR@MICCAI 2021: 3-13 - [c2]Alan Q. Wang, Aaron K. LaViolette, Leo Moon, Chris Xu, Mert R. Sabuncu:
Joint Optimization of Hadamard Sensing and Reconstruction in Compressed Sensing Fluorescence Microscopy. MICCAI (6) 2021: 129-139 - [i3]Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu:
Regularization-Agnostic Compressed Sensing MRI Reconstruction with Hypernetworks. CoRR abs/2101.02194 (2021) - [i2]Alan Q. Wang, Aaron K. LaViolette, Leo Moon, Chris Xu, Mert R. Sabuncu:
Joint Optimization of Hadamard Sensing and Reconstruction in Compressed Sensing Fluorescence Microscopy. CoRR abs/2105.07961 (2021) - 2020
- [j1]Cagla Deniz Bahadir
Deep-Learning-Based Optimization of the Under-Sampling Pattern in MRI. IEEE Trans. Computational Imaging 6: 1139-1152 (2020) - [c1]Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu:
Neural Network-Based Reconstruction in Compressed Sensing MRI Without Fully-Sampled Training Data. MLMIR@MICCAI 2020: 27-37 - [i1]Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu:
Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training Data. CoRR abs/2007.14979 (2020)
Coauthor Index
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