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Dissimilarity-Based Sparse Subset Selection

IEEE transactions on pattern analysis and machine intelligence, 2016-11, Vol.38 (11), p.2182-2197

2016

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Volltext

Geodesic Matting: A Framework for Fast Interactive Image and Video Segmentation and Matting

International journal of computer vision, 2009-04, Vol.82 (2), p.113-132

2009

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Compressed Nonnegative Matrix Factorization Is Fast and Accurate

IEEE transactions on signal processing, 2016-05, Vol.64 (9), p.2269-2283

2016

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Quantum computing at the frontiers of biological sciences

Nature methods, 2021-07, Vol.18 (7), p.701

2021

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Sparse Representation for Computer Vision and Pattern Recognition

Proceedings of the IEEE, 2010-06, Vol.98 (6), p.1031-1044

2010

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Volltext

Explainable Artificial Intelligence for Neuroscience: Behavioral Neurostimulation

Frontiers in neuroscience, 2019-12, Vol.13, p.1346-1346

2019

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A Theoretical and Computational Framework for Isometry Invariant Recognition of Point Cloud Data

Foundations of computational mathematics, 2005-07, Vol.5 (3), p.313-347

2005

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A Shared Vision for Machine Learning in Neuroscience

The Journal of neuroscience, 2018-02, Vol.38 (7), p.1601-1607

2018

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Learning Multiscale Sparse Representations for Image and Video Restoration

Multiscale modeling & simulation, 2008-01, Vol.7 (1), p.214-241

2008

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Comprehensive in vivo mapping of the human basal ganglia and thalamic connectome in individuals using 7T MRI

PloS one, 2012-01, Vol.7 (1), p.e29153-e29153

2012

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Patient-specific anatomical model for deep brain stimulation based on 7 Tesla MRI

PloS one, 2018-08, Vol.13 (8), p.e0201469-e0201469

2018

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C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework

IEEE transactions on signal processing, 2011-09, Vol.59 (9), p.4183-4198

2011

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Volltext

Atypical postural control can be detected via computer vision analysis in toddlers with autism spectrum disorder

Scientific reports, 2018-11, Vol.8 (1), p.17008-17008, Article 17008

2018

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Feasibility of using ultra-high field (7 T) MRI for clinical surgical targeting

PloS one, 2012-05, Vol.7 (5), p.e37328-e37328

2012

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Comparing shapes, understanding evolution

Proceedings of the National Academy of Sciences - PNAS, 2011-11, Vol.108 (45), p.18189-18190

Sapiro, Guillermo

2011

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Creating and parameterizing patient-specific deep brain stimulation pathway-activation models using the hyperdirect pathway as an example

PloS one, 2017-04, Vol.12 (4), p.e0176132-e0176132

2017

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OLE: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning

2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018, p.8109-8118

2018

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A Geodesic Framework for Fast Interactive Image and Video Segmentation and Matting

2007 IEEE 11th International Conference on Computer Vision, 2007, p.1-8

2007

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Volltext

Learning Discriminative Sparse Representations for Modeling, Source Separation, and Mapping of Hyperspectral Imagery

IEEE transactions on geoscience and remote sensing, 2011-11, Vol.49 (11), p.4263-4281

2011

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Volltext

A tetraploid intermediate precedes aneuploid formation in yeasts exposed to fluconazole

PLoS biology, 2014-03, Vol.12 (3), p.e1001815-e1001815

2014

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Accurate detection of cerebellar smooth pursuit eye movement abnormalities via mobile phone video and machine learning

Scientific reports, 2020-10, Vol.10 (1), p.18641-18641, Article 18641

2020

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Computer vision analysis captures atypical attention in toddlers with autism

Autism : the international journal of research and practice, 2019-04, Vol.23 (3), p.619-628

2019

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Multiscale Fluctuation-Based Dispersion Entropy and Its Applications to Neurological Diseases

IEEE access, 2019, Vol.7, p.68718-68733

2019

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A Continuum Mechanical Approach to Geodesics in Shape Space

International journal of computer vision, 2011-07, Vol.93 (3), p.293-318

2011

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Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study

NPJ digital medicine, 2018-06, Vol.1 (1), p.20-20, Article 20

2018

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Dissimilarity-Based Sparse Subset Selection

Geodesic Matting: A Framework for Fast Interactive Image and Video Segmentation and Matting

Compressed Nonnegative Matrix Factorization Is Fast and Accurate

Quantum computing at the frontiers of biological sciences

Sparse Representation for Computer Vision and Pattern Recognition

Explainable Artificial Intelligence for Neuroscience: Behavioral Neurostimulation

A Theoretical and Computational Framework for Isometry Invariant Recognition of Point Cloud Data

A Shared Vision for Machine Learning in Neuroscience

Learning Multiscale Sparse Representations for Image and Video Restoration

Comprehensive in vivo mapping of the human basal ganglia and thalamic connectome in individuals using 7T MRI

Patient-specific anatomical model for deep brain stimulation based on 7 Tesla MRI

C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework

Atypical postural control can be detected via computer vision analysis in toddlers with autism spectrum disorder

Feasibility of using ultra-high field (7 T) MRI for clinical surgical targeting

Comparing shapes, understanding evolution

Creating and parameterizing patient-specific deep brain stimulation pathway-activation models using the hyperdirect pathway as an example

OLE: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning

A Geodesic Framework for Fast Interactive Image and Video Segmentation and Matting

Learning Discriminative Sparse Representations for Modeling, Source Separation, and Mapping of Hyperspectral Imagery

A tetraploid intermediate precedes aneuploid formation in yeasts exposed to fluconazole

Accurate detection of cerebellar smooth pursuit eye movement abnormalities via mobile phone video and machine learning

Computer vision analysis captures atypical attention in toddlers with autism

Multiscale Fluctuation-Based Dispersion Entropy and Its Applications to Neurological Diseases

A Continuum Mechanical Approach to Geodesics in Shape Space

Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study

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