Publications and Preprints

Publication standards differ significantly between Computer Science, Neuroscience, and other fields. In CS, conference proceedings are the main venue for publications, with top conferences (e.g. NeurIPS, ICML, ICLR) being roughly equivalent to a mid-tier journal (below C/N/S, but perhaps equal to the field sub-journals e.g. NeuroImage or HBM). In Neuroscience, journal publications are the usual milestone, and conference abstracts are not considered "papers", but are referenced (e.g. OHBM, SFN, ISMRM).

1. Equivariant Filters for Efficient Tracking in 3D Imaging
   D Moyer, E Abaci Turk, PE Grant, W M Wells, P Golland
   MICCAI 2021
   • Paper (arXiv)
2. Multimodal Representation Learning via Maximization of Local Mutual Information
   R Liao, D Moyer, M Cha, K Quigley, S Berkowitz, S Horng, P Golland, and W M Wells
   MICCAI 2021
   • Paper (arXiv)
3. COVID-19's US Temperature Response Profile
   RT Carson, SL Carson, TK Dye, SA Mayfield, D Moyer, CA Yu,
   Environmental and Resource Economics, 2021
4. Efficient Covariance Estimation from Temporal Data
   H Harutyunyan, D Moyer, H Khachatrian, G Ver Steeg, A Galstyan
   Preprint
   • Paper (arXiv)
5. Optimizing Connectivity-Driven Brain Parcellation using Ensemble Clustering
   A Kurmukov, A Mussabaeva, Y Denisova, D Moyer, N Jahanshad, PM Thompson, B Gutman
   Brain Connectivity, April 2020 (ahead of print)
   • Paper (Journal)
6. Scanner Invariant Representations for Diffusion MRI Harmonization
   D Moyer, G Ver Steeg, CMW Tax, PM Thompson
   Magn Reson in Med., 2020; 00: 1– 16.
   • Paper (arXiv)
7. Invariant Representation through Adversarial Forgetting
   A Jaiswal, D Moyer, G Ver Steeg, W Abd-Almageed, P Natarajan
   AAAI 2020
   • Paper (arXiv) Coming Soon!
   • Oral Presentation
8. Fast Structure Learning with Modular Regularization
   G Ver Steeg, H Harutyunyan, D Moyer, A Galstyan
   Neural Information Processing Systems (NeurIPS) 2019
   • Paper (arXiv)
   • Spotlight Presentation
9. Exact Rate-Distortion in Autoencoders via Echo Noise
   R Brekelmans, D Moyer, G Ver Steeg, A Galstyan
   Neural Information Processing Systems (NeurIPS) 2019
   • Paper (arXiv)
10. Invariant Representations without Adversarial Training
    D Moyer, S Gao, R Brekelmans, G Ver Steeg, A Galstyan
    Neural Information Processing Systems (NIPS) 2018
    • Paper (arXiv) | Code (GitHub)
    • Formerly titled "Evading the Adversary in Invariant Representations"
11. Continuous Representations of Brain Connectivity using Spatial Point Processes
    D Moyer, B Gutman, N Jahanshad, J Faskowitz, PM Thompson
    Medical Image Analysis (MedIA) 2017.
    • Paper (PubMed) | Code (GitHub)
    • Journal form of Continuous Connectivity, MICCAI 2016
12. Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise Classification
    D Petrov, A Ivanov, J Faskowitz, B Gutman, D Moyer, J Villalon, N Jahanshad, PM Thompson
    Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2017.
    • Paper PDF (arXiv)
13. Reskit: a library for creating and curating reproducible pipelines for scientific machine learning
    A Ivanov, D Petrov, D Moyer, M Belyaev, PM Thompson
    SciPy 2017.
    • Oral Presentation
14. A Restaurant Process Mixture Model for Connectivity Based Parcellation of the Cortex
    D Moyer, B Gutman, N Jahanshad, PM Thompson
    Information Processing in Medical Imaging (IPMI) 2017.
    • Paper PDF (arXiv)
15. A Continuous Model of Cortical Connectivity
    D Moyer, B Gutman, N Jahanshad, J Faskowitz, PM Thompson
    Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2016.
    • Paper PDF (arXiv) | Code (GitHub) | Talk (YouTube)
    • Oral Presentation | Travel Grant | Young Scientist Award (Top 5 student papers)
16. Cortical Connectome Registration Using Spherical Daemons
    D Isaef, B Gutman, D Moyer, J Faskowitz, PM Thompson
    SIPAIM 2016
    • Oral Presentation
17. Topic Time Series Analysis of Microblogs
    EL Lai, D Moyer, B Yuan, E Fox, B Hunter, AL Bertozzi, J Brantingham
    IMA Journal of Applied Math (2016) 81 (3): 409-431
    • Paper PDF (Open Access)
18. Blockmodels for Connectome Analysis
    D Moyer, B Gutman, G Prasad, J Faskowitz, G Ver Steeg, PM Thompson
    SIPAIM 2015
    • Paper PDF
    • Oral Presentation
19. Single Trial Decoding of Belief Decision Making from EEG and fMRI Data Using ICA Features
    P Douglas, E Lau, A Anderson, W Kerr, A Head, MA Wollner, D Moyer, M Durnhofer, W Li, J Bramen, MS Cohen
    Frontiers in Human Neuroscience, 2013, 7:392. PMID: 23914164
    

Workshop Publications

1. Measures of Tractography Convergence
   D Moyer, PM Thompson, G Ver Steeg
   MICCAI CDMRI (Computational Diffusion MRI) Workshop, 2018
   
   • Paper (arXiv) | Code | Slides
   • Best Oral Presentation Award
2. Product Space Decompositions for Continuous Representations of Brain Connectivity
   D Moyer, B Gutman, N Jahanshad, PM Thompson
   MICCAI-MLMI (Machine Learning in Medical Imaging) 2017.
   • Paper PDF
   • Supplemental Notes PDF
3. Empirical Degree of Continuous Connectivity Degree Sequence Equivalents
   D Moyer, B Gutman, N Jahanshad, J Faskowitz, PM Thompson
   MICCAI-BACON (Brain Analysis using Connectivity Networks) 2016
   • Paper PDF (arXiv)
   • Oral Presentation
4. Mixed Membership Stochastic Blockmodels for the Human Connectome
   D Moyer, B Gutman, G Prasad, G Ver Steeg, PM Thompson,
   MICCAI BAMBI (Bayesian and Graphical Models in Biomedical Imaging) Workshop, October 2015
   • Paper PDF
   • Oral Presentation
5. Alzheimer’s Disease Classification with Novel Microstructural Metrics from Diffusion-Weighted MRI
   TM Nir, JE Villalon, B Gutman, D Moyer, N Jahanshad, CR Jack Jr, M Weiner, PM Thompson, the Alzheimer’s Disease Neuroimaging Initiative (ADNI)
   MICCAI CDMRI (Computational Diffusion MRI) Workshop, October 2015
   
6. Determining the Influence of Reddit Posts on Wikipedia Pageviews
   D Moyer, T Dye, SL Carson, RT Carson, D Goldbaum
   ICWSM Workshop on Wikipedia, 2015.
   
   • Paper PDF