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Demian Wassermann

PARIETAL

PAVI: Plate-Amortized Variational Inference



Louis Rouillard , Thomas Moreau , Demian Wassermann


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Scalable Query Answering under Uncertainty to Neuroscientific Ontological Knowledge: The NeuroLang Approach



Gaston Zanitti , Yamil Soto , Valentin Iovene , Maria Vanina Martinez , Ricardo Rodriguez , Gerardo Simari , Demian Wassermann


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Inverting brain grey matter models with likelihood-free inference: a tool for trustable cytoarchitecture measurements



Maëliss Jallais , Pedro Rodrigues , Alexandre Gramfort , Demian Wassermann


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ADAVI: Automatic Dual Amortized Variational Inference Applied To Pyramidal Bayesian Models



Louis Rouillard , Demian Wassermann


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Complex Coordinate-Based Meta-Analysis with Probabilistic Programming



Valentin Iovene , Gaston Zanitti , Demian Wassermann


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PEP: Parameter Ensembling by Perturbation



Alireza Mehrtash , Purang Abolmaesumi , Polina Golland , Tina Kapur , Demian Wassermann , William M. Wells III

* NeurIPS 2020 

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Fine-grain atlases of functional modes for fMRI analysis



Kamalaker Dadi , Gaël Varoquaux , Antonia Machlouzarides-Shalit , Krzysztof J. Gorgolewski , Demian Wassermann , Bertrand Thirion , Arthur Mensch


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Text to brain: predicting the spatial distribution of neuroimaging observations from text reports



Jérôme Dockès , Demian Wassermann , Russell Poldrack , Fabian Suchanek , Bertrand Thirion , Gaël Varoquaux

* MICCAI 2018 - 21st International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2018, Granada, Spain. pp.1-18, 2018 

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Probabilistic Diffeomorphic Registration: Representing Uncertainty



Demian Wassermann , Matt Toews , Marc Niethammer , William Wells Iii

* Biomedical Image Registration, 2014, London, United Kingdom. pp.72 - 82, 2014 

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