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R. Devon Hjelm

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Alex Fedorov

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Publications

2024
[j4]
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  dblp key:
  - journals/neuroimage/FedorovGWSDLMMHPC24
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  persistent URL:
  - https://dblp.org/rec/journals/neuroimage/FedorovGWSDLMMHPC24
Alex Fedorov, Eloy Geenjaar, Lei Wu, Tristan Sylvain, Thomas P. DeRamus, Margaux Luck, Maria B. Misiura, Girish Mittapalle, R. Devon Hjelm, Sergey M. Plis, Vince D. Calhoun:
Self-supervised multimodal learning for group inferences from MRI data: Discovering disorder-relevant brain regions and multimodal links. NeuroImage 285: 120485 (2024)
2022
[i35]
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  - journals/corr/abs-2209-02876
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  - https://dblp.org/rec/journals/corr/abs-2209-02876
Alex Fedorov, Eloy Geenjaar, Lei Wu, Tristan Sylvain, Thomas P. DeRamus, Margaux Luck, Maria B. Misiura, R. Devon Hjelm, Sergey M. Plis, Vince D. Calhoun:
Self-supervised multimodal neuroimaging yields predictive representations for a spectrum of Alzheimer's phenotypes. CoRR abs/2209.02876 (2022)
2019
[c18]
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  dblp key:
  - conf/bhi/FedorovHAFDPC19
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  - https://dblp.org/rec/conf/bhi/FedorovHAFDPC19
Alex Fedorov, R. Devon Hjelm, Anees Abrol, Zening Fu, Yuhui Du, Sergey M. Plis, Vince D. Calhoun:
Prediction of Progression to Alzheimer's disease with Deep InfoMax. BHI 2019: 1-5
[c13]
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  dblp key:
  - conf/iclr/HjelmFLGBTB19
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  - https://dblp.org/rec/conf/iclr/HjelmFLGBTB19
R. Devon Hjelm, Alex Fedorov, Samuel Lavoie-Marchildon, Karan Grewal, Philip Bachman, Adam Trischler, Yoshua Bengio:
Learning deep representations by mutual information estimation and maximization. ICLR 2019
[i19]
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  dblp key:
  - journals/corr/abs-1904-10931
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  - https://dblp.org/rec/journals/corr/abs-1904-10931
Alex Fedorov, R. Devon Hjelm, Anees Abrol, Zening Fu, Yuhui Du, Sergey M. Plis, Vince D. Calhoun:
Prediction of Progression to Alzheimer's disease with Deep InfoMax. CoRR abs/1904.10931 (2019)
2018
[i10]
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  dblp key:
  - journals/corr/abs-1808-06670
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R. Devon Hjelm, Alex Fedorov, Samuel Lavoie-Marchildon, Karan Grewal, Adam Trischler, Yoshua Bengio:
Learning deep representations by mutual information estimation and maximization. CoRR abs/1808.06670 (2018)

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