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Harmonization and the Worst Scanner Syndrome

Jan 15, 2021
Daniel Moyer, Polina Golland

* Med-NeurIPS 2020 Workshop Paper 

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Bayesian Image Reconstruction using Deep Generative Models

Jan 04, 2021
Razvan V Marinescu, Daniel Moyer, Polina Golland

* 18 pages, 14 figures, 4 tables 

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DEMI: Discriminative Estimator of Mutual Information

Oct 05, 2020
Ruizhi Liao, Daniel Moyer, Polina Golland, William M. Wells

* Under review as a conference paper at ICLR 2021 

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Overview of Scanner Invariant Representations

May 29, 2020
Daniel Moyer, Greg Ver Steeg, Paul M. Thompson

* Accepted as a short paper in MIDL 2020. In accordance with the MIDL 2020 Call for Papers, this short paper is an overview of an already published work arXiv:1904.05375, and was submitted to MIDL in order to allow presentation and discussion at the meeting 

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Discovery and Separation of Features for Invariant Representation Learning

Dec 02, 2019
Ayush Jaiswal, Rob Brekelmans, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Premkumar Natarajan

* 10 pages, 3 figures 

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Invariant Representations through Adversarial Forgetting

Nov 20, 2019
Ayush Jaiswal, Daniel Moyer, Greg Ver Steeg, Wael AbdAlmageed, Premkumar Natarajan

* To appear in Proceedings of the 34th AAAI Conference on Artificial Intelligence (AAAI-20) 

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Efficient Covariance Estimation from Temporal Data

May 30, 2019
Hrayr Harutyunyan, Daniel Moyer, Hrant Khachatrian, Greg Ver Steeg, Aram Galstyan


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Exact Rate-Distortion in Autoencoders via Echo Noise

Apr 15, 2019
Rob Brekelmans, Daniel Moyer, Aram Galstyan, Greg Ver Steeg


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Scanner Invariant Representations for Diffusion MRI Harmonization

Apr 10, 2019
Daniel Moyer, Greg Ver Steeg, Chantal M. W. Tax, Paul M. Thompson


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Invariant Representations without Adversarial Training

Nov 04, 2018
Daniel Moyer, Shuyang Gao, Rob Brekelmans, Greg Ver Steeg, Aram Galstyan

* NIPS 2018 camera-ready version 

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Connectivity-Driven Brain Parcellation via Consensus Clustering

Aug 10, 2018
Anvar Kurmukov, Ayagoz Mussabayeva, Yulia Denisova, Daniel Moyer, Boris Gutman


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Measures of Tractography Convergence

Jun 12, 2018
Daniel Moyer, Paul M. Thompson, Greg Ver Steeg

* 11 pages 

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Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise Classification

Jun 19, 2017
Dmitry Petrov, Alexander Ivanov, Joshua Faskowitz, Boris Gutman, Daniel Moyer, Julio Villalon, Neda Jahanshad, Paul Thompson

* Accepted for MICCAI 2017, 8 pages, 3 figures 

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A Restaurant Process Mixture Model for Connectivity Based Parcellation of the Cortex

Mar 02, 2017
Daniel Moyer, Boris A Gutman, Neda Jahanshad, Paul M. Thompson

* In the Proceedings of Information Processing in Medical Imaging 2017 

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An Empirical Study of Continuous Connectivity Degree Sequence Equivalents

Nov 18, 2016
Daniel Moyer, Boris A. Gutman, Joshua Faskowitz, Neda Jahanshad, Paul M. Thompson

* Presented at The MICCAI-BACON 16 Workshop (https://arxiv.org/abs/1611.03363

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