Alan Q. Wang - RankMe

27 papers A* 1A 1Journal 19Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Knockout: A simple way to handle missing inputs. Trans. Mach. Learn. Res. Minh Nguyen, Batuhan K. Karaman, Heejong Kim, Alan Q. Wang, Fengbei Liu, Mert R. Sabuncu
2024	J	`jnl`	A Framework for Interpretability in Machine Learning for Medical Imaging. IEEE Access Alan Q. Wang, Batuhan K. Karaman, Heejong Kim, Jacob Rosenthal, Rachit Saluja, Sean I. Young, Mert R. Sabuncu
2024	—	`conf`	Adapting to Shifting Correlations with Unlabeled Data Calibration. ECCV (87) Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu
2024	J	`jnl`	Adapting to Shifting Correlations with Unlabeled Data Calibration. CoRR Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu
2024	J	`jnl`	BrainMorph: A Foundational Keypoint Model for Robust and Flexible Brain MRI Registration. CoRR Alan Q. Wang, Rachit Saluja, Heejong Kim, Xinzi He, Adrian V. Dalca, Mert R. Sabuncu
2024	J	`jnl`	Knockout: A simple way to handle missing inputs. CoRR Minh Nguyen, Batuhan K. Karaman, Heejong Kim, Alan Q. Wang, Fengbei Liu, Mert R. Sabuncu
2024	A	`conf`	Robust Learning via Conditional Prevalence Adjustment. WACV Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu
2023	J	`jnl`	A Flexible Nadaraya-Watson Head Can Offer Explainable and Calibrated Classification. Trans. Mach. Learn. Res. Alan Q. Wang, Mert R. Sabuncu
2023	J	`jnl`	A Framework for Interpretability in Machine Learning for Medical Imaging. CoRR Alan Q. Wang, Batuhan K. Karaman, Heejong Kim, Jacob Rosenthal, Rachit Saluja, Sean I. Young, Mert R. Sabuncu
2023	J	`jnl`	A robust and interpretable deep learning framework for multi-modal registration via keypoints. CoRR Alan Q. Wang, Evan M. Yu, Adrian V. Dalca, Mert R. Sabuncu
2023	J	`jnl`	A robust and interpretable deep learning framework for multi-modal registration via keypoints. Medical Image Anal. Alan Q. Wang, Evan M. Yu, Adrian V. Dalca, Mert R. Sabuncu
2023	J	`jnl`	Hyper-convolutions via implicit kernels for medical image analysis. Medical Image Anal. Tianyu Ma, Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu
2023	A*	`conf`	Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head. NeurIPS Alan Q. Wang, Minh Nguyen, Mert R. Sabuncu
2023	J	`jnl`	Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head. CoRR Alan Q. Wang, Minh Nguyen, Mert R. Sabuncu
2023	—	`conf`	Neural Pre-processing: A Learning Framework for End-to-End Brain MRI Pre-processing. MICCAI (8) Xinzi He, Alan Q. Wang, Mert R. Sabuncu
2023	J	`jnl`	Robust Learning via Conditional Prevalence Adjustment. CoRR Minh Nguyen, Alan Q. Wang, Heejong Kim, Mert R. Sabuncu
2022	J	`jnl`	A Simple Nadaraya-Watson Head can offer Explainable and Calibrated Classification. CoRR Alan Q. Wang, Mert R. Sabuncu
2022	J	`jnl`	Computing Multiple Image Reconstructions with a Single Hypernetwork. CoRR Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu
2022	J	`jnl`	Hyper-Convolutions via Implicit Kernels for Medical Imaging. CoRR Tianyu Ma, Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu
2022	—	`conf`	KeyMorph: Robust Multi-modal Affine Registration via Unsupervised Keypoint Detection. MIDL Evan M. Yu, Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu
2021	—	`conf`	HyperRecon: Regularization-Agnostic CS-MRI Reconstruction with Hypernetworks. MLMIR@MICCAI Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu
2021	—	`conf`	Joint Optimization of Hadamard Sensing and Reconstruction in Compressed Sensing Fluorescence Microscopy. MICCAI (6) Alan Q. Wang, Aaron K. LaViolette, Leo Moon, Chris Xu, Mert R. Sabuncu
2021	J	`jnl`	Joint Optimization of Hadamard Sensing and Reconstruction in Compressed Sensing Fluorescence Microscopy. CoRR Alan Q. Wang, Aaron K. LaViolette, Leo Moon, Chris Xu, Mert R. Sabuncu
2021	J	`jnl`	Regularization-Agnostic Compressed Sensing MRI Reconstruction with Hypernetworks. CoRR Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu
2020	J	`jnl`	Deep-Learning-Based Optimization of the Under-Sampling Pattern in MRI. IEEE Trans. Computational Imaging Cagla Deniz Bahadir, Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu
2020	—	`conf`	Neural Network-Based Reconstruction in Compressed Sensing MRI Without Fully-Sampled Training Data. MLMIR@MICCAI Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu
2020	J	`jnl`	Neural Network-based Reconstruction in Compressed Sensing MRI Without Fully-sampled Training Data. CoRR Alan Q. Wang, Adrian V. Dalca, Mert R. Sabuncu