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Armin W. Thomas

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2020 – today

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2023
[i8]
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  - journals/corr/abs-2302-06646
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Daniel Y. Fu, Elliot L. Epstein, Eric Nguyen, Armin W. Thomas, Michael Zhang, Tri Dao, Atri Rudra, Christopher Ré:
Simple Hardware-Efficient Long Convolutions for Sequence Modeling. CoRR abs/2302.06646 (2023)
2022
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  - journals/ploscb/MolterTHHM22
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Felix Molter, Armin W. Thomas, Scott A. Huettel, Hauke R. Heekeren, Peter N. C. Mohr:
Gaze-dependent evidence accumulation predicts multi-alternative risky choice behaviour. PLoS Comput. Biol. 18(7) (2022)
[c2]
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  - conf/ml4h/CiricTEP22
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Rastko Ciric, Armin W. Thomas, Oscar Esteban, Russell A. Poldrack:
Differentiable programming for functional connectomics. ML4H@NeurIPS 2022: 419-455
[i7]
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  - journals/corr/abs-2205-15581
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Armin W. Thomas, Christopher Ré, Russell A. Poldrack:
Comparing interpretation methods in mental state decoding analyses with deep learning models. CoRR abs/2205.15581 (2022)
[i6]
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  - journals/corr/abs-2206-00649
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Rastko Ciric, Armin W. Thomas, Oscar Esteban, Russell A. Poldrack:
Differentiable programming for functional connectomics. CoRR abs/2206.00649 (2022)
[i5]
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  - journals/corr/abs-2212-14052
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Tri Dao, Daniel Y. Fu, Khaled Kamal Saab, Armin W. Thomas, Atri Rudra, Christopher Ré:
Hungry Hungry Hippos: Towards Language Modeling with State Space Models. CoRR abs/2212.14052 (2022)
2021
[i4]
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  - journals/corr/abs-2108-06896
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Armin W. Thomas, Christopher Ré, Russell A. Poldrack:
Challenges for cognitive decoding using deep learning methods. CoRR abs/2108.06896 (2021)
[i3]
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  - journals/corr/abs-2111-01562
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Armin W. Thomas, Ulman Lindenberger, Wojciech Samek, Klaus-Robert Müller:
Evaluating deep transfer learning for whole-brain cognitive decoding. CoRR abs/2111.01562 (2021)

2010 – 2019

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2019
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Armin W. Thomas, Klaus-Robert Müller, Wojciech Samek:
Deep Transfer Learning for Whole-Brain FMRI Analyses. OR/MLCN@MICCAI 2019: 59-67
[i2]
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  - journals/corr/abs-1907-01953
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Armin W. Thomas, Klaus-Robert Müller, Wojciech Samek:
Deep Transfer Learning For Whole-Brain fMRI Analyses. CoRR abs/1907.01953 (2019)
2018
[i1]
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  - journals/corr/abs-1810-09945
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Armin W. Thomas, Hauke R. Heekeren, Klaus-Robert Müller, Wojciech Samek:
Interpretable LSTMs For Whole-Brain Neuroimaging Analyses. CoRR abs/1810.09945 (2018)

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