Alan Wang

According to our database, Alan Wang authored at least 21 papers between 2020 and 2025.

Collaborative distances:

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

2025

Knockout: A simple way to handle missing inputs.

Minh Nguyen, Batuhan K. Karaman, Heejong Kim, Alan Q. Wang, Fengbei Liu, Mert R. Sabuncu

Trans. Mach. Learn. Res., 2025

2024

BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration.

Alan Q. Wang, Rachit Saluja, Heejong Kim, Xinzi He, Adrian V. Dalca, Mert R. Sabuncu

CoRR, 2024

A Framework for Interpretability in Machine Learning for Medical Imaging.

Alan Q. Wang, Batuhan K. Karaman, Heejong Kim, Jacob Rosenthal, Rachit Saluja, Sean I. Young, Mert R. Sabuncu

IEEE Access, 2024

Robust Learning via Conditional Prevalence Adjustment.

Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Adapting to Shifting Correlations with Unlabeled Data Calibration.

Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

A robust and interpretable deep learning framework for multi-modal registration via keypoints.

Alan Q. Wang, Evan M. Yu, Adrian V. Dalca, Mert R. Sabuncu

Medical Image Anal., December, 2023

Hyper-convolutions via implicit kernels for medical image analysis.

Tianyu Ma, Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu

Medical Image Anal., May, 2023

A Flexible Nadaraya-Watson Head Can Offer Explainable and Calibrated Classification.

Alan Q. Wang, Mert R. Sabuncu

Trans. Mach. Learn. Res., 2023

Deep learning analysis of blood flow sounds to detect arteriovenous fistula stenosis.

George Zhou, Yunchan Chen, Candace Chien, Leslie Revatta, Jannatul Ferdous, Michelle Chen, Shourov Deb, Sol De Leon Cruz, Alan Wang, Benjamin Lee, Mert R. Sabuncu, William Browne, Herrick Wun, Bobak Mosadegh

npj Digit. Medicine, 2023

Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head.

Alan Q. Wang, Minh Nguyen, Mert R. Sabuncu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Neural Pre-processing: A Learning Framework for End-to-End Brain MRI Pre-processing.

Xinzi He, Alan Q. Wang, Mert R. Sabuncu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

A Simple Nadaraya-Watson Head can offer Explainable and Calibrated Classification.

Alan Q. Wang, Mert R. Sabuncu

CoRR, 2022

Computing Multiple Image Reconstructions with a Single Hypernetwork.

Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu

CoRR, 2022

Hyper-Convolutions via Implicit Kernels for Medical Imaging.

Tianyu Ma, Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu

CoRR, 2022

KeyMorph: Robust Multi-modal Affine Registration via Unsupervised Keypoint Detection.

Evan M. Yu, Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

2021

Regularization-Agnostic Compressed Sensing MRI Reconstruction with Hypernetworks.

Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu

CoRR, 2021

Joint Optimization of Hadamard Sensing and Reconstruction in Compressed Sensing Fluorescence Microscopy.

Alan Q. Wang, Aaron K. LaViolette, Leo Moon, Chris Xu, Mert R. Sabuncu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

HyperRecon: Regularization-Agnostic CS-MRI Reconstruction with Hypernetworks.

Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu

Proceedings of the Machine Learning for Medical Image Reconstruction, 2021

2020

Deep-Learning-Based Optimization of the Under-Sampling Pattern in MRI.

Cagla Deniz Bahadir, Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu

IEEE Trans. Computational Imaging, 2020

Extending LOUPE for K-Space Under-Sampling Pattern Optimization in Multi-coil MRI.

Jinwei Zhang, Hang Zhang, Alan Wang, Qihao Zhang, Mert R. Sabuncu, Pascal Spincemaille, Thanh D. Nguyen, Yi Wang

Proceedings of the Machine Learning for Medical Image Reconstruction, 2020

Neural Network-Based Reconstruction in Compressed Sensing MRI Without Fully-Sampled Training Data.

Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu

Proceedings of the Machine Learning for Medical Image Reconstruction, 2020