Generating Novel Brain Morphology by Deforming Learned Templates

Authors: Wang, Alan Q., Huang, Fangrui, Trang, Bailey, Peng, Wei, Abbasi, Mohammad, Pohl, Kilian, Sabuncu, Mert, Adeli, Ehsan

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Quantitative Biology - Tissues and Organs

Access URL: http://arxiv.org/abs/2503.03778

Adapting to Shifting Correlations with Unlabeled Data Calibration

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

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2409.05996

Knockout: A simple way to handle missing inputs

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

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2405.20448

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

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2405.14019

DECLASSIFLOW: A Static Analysis for Modeling Non-Speculative Knowledge to Relax Speculative Execution Security Measures (Full Version)

Authors: Choudhary, Rutvik, Wang, Alan, Zhao, Zirui Neil, Morrison, Adam, Fletcher, Christopher W.

Source: In Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security (CCS '23). Association for Computing Machinery, New York, NY, USA, 2053-2067

Subject Terms: Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2312.09336

Robust Learning via Conditional Prevalence Adjustment

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

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2310.15766

A Framework for Interpretability in Machine Learning for Medical Imaging

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

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2310.01685

Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head

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

Subject Terms: Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2309.13377

Sub-Volt High-Speed Silicon MOSCAP Microring Modulator Driven by High Mobility Conductive Oxide

Authors: Hsu, Wei-Che, Nujhat, Nabila, Kupp, Benjamin, Conley Jr, John F., Rong, Haisheng, Kumar, Ranjeet, Wang, Alan X.

Subject Terms: Physics - Optics, Physics - Applied Physics

Access URL: http://arxiv.org/abs/2308.16255

A Robust and Interpretable Deep Learning Framework for Multi-modal Registration via Keypoints

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2304.09941

Building Performance Simulations Can Inform IoT Privacy Leaks in Buildings

Authors: Wang, Alan, Campbell, Bradford, Heydarian, Arsalan

Subject Terms: Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2304.06477

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

Authors: He, Xinzi, Wang, Alan, Sabuncu, Mert R.

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2303.12148

Exploring Smart Commercial Building Occupants' Perceptions and Notification Preferences of Internet of Things Data Collection in the United States

Authors: Le, Tu, Wang, Alan, Yao, Yaxing, Feng, Yuanyuan, Heydarian, Arsalan, Sadeh, Norman, Tian, Yuan

Source: 2023 IEEE 8th European Symposium on Security and Privacy (EuroS&P)

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Computers and Society, Computer Science - Human-Computer Interaction

Access URL: http://arxiv.org/abs/2303.04955

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

Authors: Wang, Alan Q., Sabuncu, Mert R.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2212.03411

The Hitchiker's Guide to Successful Living Lab Operations

Authors: Wang, Alan, Chang, Feng Yi, Yousefi, Siavash, Li, Beatrice, Campbell, Brad, Heydarian, Arsalan

Subject Terms: Computer Science - Human-Computer Interaction, Computer Science - Computers and Society

Access URL: http://arxiv.org/abs/2212.00008

Data-Driven Network Neuroscience: On Data Collection and Benchmark

Authors: Xu, Jiaxing, Yang, Yunhan, Huang, David Tse Jung, Gururajapathy, Sophi Shilpa, Ke, Yiping, Qiao, Miao, Wang, Alan, Kumar, Haribalan, McGeown, Josh, Kwon, Eryn

Source: Advances in Neural Information Processing Systems, 2023

Subject Terms: Quantitative Biology - Neurons and Cognition, Computer Science - Machine Learning, Electrical Engineering and Systems Science - Image and Video Processing

Access URL: http://arxiv.org/abs/2211.12421

Computing Multiple Image Reconstructions with a Single Hypernetwork

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

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2202.11009

Hyper-Convolutions via Implicit Kernels for Medical Imaging

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

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2202.02701

QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results

Authors: Mehta, Raghav, Filos, Angelos, Baid, Ujjwal, Sako, Chiharu, McKinley, Richard, Rebsamen, Michael, Datwyler, Katrin, Meier, Raphael, Radojewski, Piotr, Murugesan, Gowtham Krishnan, Nalawade, Sahil, Ganesh, Chandan, Wagner, Ben, Yu, Fang F., Fei, Baowei, Madhuranthakam, Ananth J., Maldjian, Joseph A., Daza, Laura, Gomez, Catalina, Arbelaez, Pablo, Dai, Chengliang, Wang, Shuo, Reynaud, Hadrien, Mo, Yuan-han, Angelini, Elsa, Guo, Yike, Bai, Wenjia, Banerjee, Subhashis, Pei, Lin-min, AK, Murat, Rosas-Gonzalez, Sarahi, Zemmoura, Ilyess, Tauber, Clovis, Vu, Minh H., Nyholm, Tufve, Lofstedt, Tommy, Ballestar, Laura Mora, Vilaplana, Veronica, McHugh, Hugh, Talou, Gonzalo Maso, Wang, Alan, Patel, Jay, Chang, Ken, Hoebel, Katharina, Gidwani, Mishka, Arun, Nishanth, Gupta, Sharut, Aggarwal, Mehak, Singh, Praveer, Gerstner, Elizabeth R., Kalpathy-Cramer, Jayashree, Boutry, Nicolas, Huard, Alexis, Vidyaratne, Lasitha, Rahman, Md Monibor, Iftekharuddin, Khan M., Chazalon, Joseph, Puybareau, Elodie, Tochon, Guillaume, Ma, Jun, Cabezas, Mariano, Llado, Xavier, Oliver, Arnau, Valencia, Liliana, Valverde, Sergi, Amian, Mehdi, Soltaninejad, Mohammadreza, Myronenko, Andriy, Hatamizadeh, Ali, Feng, Xue, Dou, Quan, Tustison, Nicholas, Meyer, Craig, Shah, Nisarg A., Talbar, Sanjay, Weber, Marc-Andre, Mahajan, Abhishek, Jakab, Andras, Wiest, Roland, Fathallah-Shaykh, Hassan M., Nazeri, Arash, Milchenko1, Mikhail, Marcus, Daniel, Kotrotsou, Aikaterini, Colen, Rivka, Freymann, John, Kirby, Justin, Davatzikos, Christos, Menze, Bjoern, Bakas, Spyridon, Gal, Yarin, Arbel, Tal

Source: Machine.Learning.for.Biomedical.Imaging. 1 (2022)

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2112.10074

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

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

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2105.07961