Dissimilarity-Based Sparse Subset Selection von Elhamifar, Ehsan, Sapiro, Guillermo, Sastry, S. Shankar

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Geodesic Matting: A Framework for Fast Interactive Image and Video Segmentation and Matting von Bai, Xue, Sapiro, Guillermo

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Compressed Nonnegative Matrix Factorization Is Fast and Accurate von Tepper, Mariano, Sapiro, Guillermo

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Quantum computing at the frontiers of biological sciences von Emani, Prashant S., Warrell, Jonathan, Anticevic, Alan, Bekiranov, Stefan, Gandal, Michael, McConnell, Michael J., Sapiro, Guillermo, Aspuru-Guzik, Alán, Baker, Justin T., Bastiani, Matteo, Murray, John D., Sotiropoulos, Stamatios N., Taylor, Jacob, Senthil, Geetha, Lehner, Thomas, Gerstein, Mark B., Harrow, Aram W.

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Explainable Artificial Intelligence for Neuroscience: Behavioral Neurostimulation von Fellous, Jean-Marc, Sapiro, Guillermo, Rossi, Andrew, Mayberg, Helen, Ferrante, Michele

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Sparse Representation for Computer Vision and Pattern Recognition von Wright, John, Ma, Yi, Mairal, Julien, Sapiro, Guillermo, Huang, Thomas S., Yan, Shuicheng

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A Shared Vision for Machine Learning in Neuroscience von Vu, Mai-Anh T, Adalı, Tülay, Ba, Demba, Buzsáki, György, Carlson, David, Heller, Katherine, Liston, Conor, Rudin, Cynthia, Sohal, Vikaas S, Widge, Alik S, Mayberg, Helen S, Sapiro, Guillermo, Dzirasa, Kafui

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Patient-specific anatomical model for deep brain stimulation based on 7 Tesla MRI von Duchin, Yuval, Shamir, Reuben R, Patriat, Remi, Kim, Jinyoung, Vitek, Jerrold L, Sapiro, Guillermo, Harel, Noam

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Atypical postural control can be detected via computer vision analysis in toddlers with autism spectrum disorder von Dawson, Geraldine, Campbell, Kathleen, Hashemi, Jordan, Lippmann, Steven J., Smith, Valerie, Carpenter, Kimberly, Egger, Helen, Espinosa, Steven, Vermeer, Saritha, Baker, Jeffrey, Sapiro, Guillermo

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Learning Multiscale Sparse Representations for Image and Video Restoration von Mairal, Julien, Sapiro, Guillermo, Elad, Michael

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Comprehensive in vivo mapping of the human basal ganglia and thalamic connectome in individuals using 7T MRI von Lenglet, Christophe, Abosch, Aviva, Yacoub, Essa, De Martino, Federico, Sapiro, Guillermo, Harel, Noam

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C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework von Sprechmann, P., Ramirez, I., Sapiro, G., Eldar, Y. C.

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A Geodesic Framework for Fast Interactive Image and Video Segmentation and Matting von Xue Bai, Sapiro, G.

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Creating and parameterizing patient-specific deep brain stimulation pathway-activation models using the hyperdirect pathway as an example von Gunalan, Kabilar, Chaturvedi, Ashutosh, Howell, Bryan, Duchin, Yuval, Lempka, Scott F, Patriat, Remi, Sapiro, Guillermo, Harel, Noam, McIntyre, Cameron C

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Feasibility of using ultra-high field (7 T) MRI for clinical surgical targeting von Duchin, Yuval, Abosch, Aviva, Yacoub, Essa, Sapiro, Guillermo, Harel, Noam

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A Theoretical and Computational Framework for Isometry Invariant Recognition of Point Cloud Data von Mémoli, Facundo, Sapiro, Guillermo

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Comparing shapes, understanding evolution von Sapiro, Guillermo

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Multiscale Fluctuation-Based Dispersion Entropy and Its Applications to Neurological Diseases von Azami, Hamed, Arnold, Steven E., Sanei, Saeid, Chang, Zhuoqing, Sapiro, Guillermo, Escudero, Javier, Gupta, Anoopum S.

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Accurate detection of cerebellar smooth pursuit eye movement abnormalities via mobile phone video and machine learning von Chang, Zhuoqing, Chen, Ziyu, Stephen, Christopher D., Schmahmann, Jeremy D., Wu, Hau-Tieng, Sapiro, Guillermo, Gupta, Anoopum S.

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Learning Discriminative Sparse Representations for Modeling, Source Separation, and Mapping of Hyperspectral Imagery von Castrodad, A., Zhengming Xing, Greer, J. B., Bosch, E., Carin, L., Sapiro, G.

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