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ORCIDGuillermo Sapiro
Guillermo R. Sapiro
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- affiliation: Duke University, NC, USA
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Journal Articles
- 2024
[j152]Oded Schlesinger
, Raj Kundu, Dmitry Isaev, Jessica Y. Choi, Stefan M. Goetz, Dennis A. Turner, Guillermo Sapiro, Angel V. Peterchev, J. Matías Di Martino:
Scalp surface estimation and head registration using sparse sampling and 3D statistical models. Comput. Biol. Medicine 178: 108689 (2024)- [j151]Young-Kyung Kim, J. Matías Di Martino, Guillermo Sapiro:
Generalizing Neural Additive Models via Statistical Multimodal Analysis. Trans. Mach. Learn. Res. 2024 (2024) - 2023
- [j150]Junya Chen, Matthew Engelhard, Ricardo Henao, Samuel Berchuck, Brian Eichner, Eliana M. Perrin, Guillermo Sapiro, Geraldine Dawson:
Enhancing early autism prediction based on electronic records using clinical narratives. J. Biomed. Informatics 144: 104390 (2023) - [j149]Oren Solomon, Rémi Patriat, Henry Braun, Tara E. Palnitkar, Steen Moeller, Edward J. Auerbach, Kâmil Ugurbil, Guillermo Sapiro, Noam Harel:
Motion robust magnetic resonance imaging via efficient Fourier aggregation. Medical Image Anal. 83: 102638 (2023) - [j148]Achille Nazaret, Sana Tonekaboni, Gregory Darnell, Shirley You Ren, Guillermo Sapiro, Andrew C. Miller:
Modeling personalized heart rate response to exercise and environmental factors with wearables data. npj Digit. Medicine 6 (2023) - [j147]Sam Perochon, J. Matías Di Martino, Kimberly L. H. Carpenter, Scott Compton, Naomi Davis, Steven Espinosa, Lauren Franz, Amber D. Rieder, Connor Sullivan, Guillermo Sapiro, Geraldine Dawson:
A tablet-based game for the assessment of visual motor skills in autistic children. npj Digit. Medicine 6 (2023) - [j146]Pradeep Raj Krishnappa Babu, J. Matías Di Martino, Zhuoqing Chang, Sam Perochon, Kimberly L. H. Carpenter, Scott Compton, Steven Espinosa, Geraldine Dawson, Guillermo Sapiro:
Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder. IEEE Trans. Affect. Comput. 14(2): 919-930 (2023) - [j145]Antoine Wehenkel, Jens Behrmann, Hsiang Hsu, Guillermo Sapiro, Gilles Louppe, Jörn-Henrik Jacobsen:
Robust Hybrid Learning With Expert Augmentation. Trans. Mach. Learn. Res. 2023 (2023) - [j144]Shiwen Zhao, Guillermo Sapiro:
Consistent Collaborative Filtering via Tensor Decomposition. Trans. Mach. Learn. Res. 2023 (2023) - 2022
- [j143]Hamed Azami, Zhuoqing Chang, Steven E. Arnold, Guillermo Sapiro, Anoopum S. Gupta:
Detection of Oculomotor Dysmetria From Mobile Phone Video of the Horizontal Saccades Task Using Signal Processing and Machine Learning Approaches. IEEE Access 10: 34022-34031 (2022) - [j142]Usamah N. Chaudhary, Cambre N. Kelly, Benjamin R. Wesorick, Cameron M. Reese, Ken Gall, Samuel B. Adams, Guillermo Sapiro, J. Matías Di Martino:
Computational and image processing methods for analysis and automation of anatomical alignment and joint spacing in reconstructive surgery. Int. J. Comput. Assist. Radiol. Surg. 17(3): 541-551 (2022) - [j141]Wei Zhu, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro, Xiuyuan Cheng:
Scaling-Translation-Equivariant Networks with Decomposed Convolutional Filters. J. Mach. Learn. Res. 23: 68:1-68:45 (2022) - 2021
- [j140]Jordan Hashemi, Geraldine Dawson, Kimberly L. H. Carpenter, Kathleen Campbell, Qiang Qiu, Steven Espinosa, Samuel Marsan, Jeffrey P. Baker, Helen Link Egger, Guillermo Sapiro:
Computer Vision Analysis for Quantification of Autism Risk Behaviors. IEEE Trans. Affect. Comput. 12(1): 215-226 (2021) - [j139]Matthieu Bovery, Geraldine Dawson, Jordan Hashemi, Guillermo Sapiro:
A Scalable Off-the-Shelf Framework for Measuring Patterns of Attention in Young Children and Its Application in Autism Spectrum Disorder. IEEE Trans. Affect. Comput. 12(3): 722-731 (2021) - [j138]J. Matías Di Martino, Qiang Qiu, Guillermo Sapiro:
Rethinking Shape From Shading for Spoofing Detection. IEEE Trans. Image Process. 30: 1086-1099 (2021) - 2020
- [j137]J. Matías Di Martino, Fernando Suzacq, Mauricio Delbracio, Qiang Qiu, Guillermo Sapiro:
Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method. IEEE Trans. Pattern Anal. Mach. Intell. 42(7): 1582-1593 (2020) - [j136]Raja Giryes, Guillermo Sapiro, Alex M. Bronstein:
Corrections to "Deep Neural Networks With Random Gaussian Weights: A Universal Classification Strategy?". IEEE Trans. Signal Process. 68: 529-531 (2020) - 2019
- [j135]Hamed Azami, Steven E. Arnold, Saeid Sanei, Zhuoqing Chang, Guillermo Sapiro, Javier Escudero, Anoopum S. Gupta:
Multiscale Fluctuation-Based Dispersion Entropy and Its Applications to Neurological Diseases. IEEE Access 7: 68718-68733 (2019) - [j134]Wei Zhu, Qiang Qiu, Bao Wang, Jianfeng Lu, Guillermo Sapiro, Ingrid Daubechies:
Stop Memorizing: A Data-Dependent Regularization Framework for Intrinsic Pattern Learning. SIAM J. Math. Data Sci. 1(3): 476-496 (2019) - [j133]Mercy Nyamewaa Asiedu, Anish K. Simhal, Usamah N. Chaudhary, Jenna L. Mueller, Christopher T. Lam, John W. Schmitt, Gino Venegas, Guillermo Sapiro, Nimmi Ramanujam:
Development of Algorithms for Automated Detection of Cervical Pre-Cancers With a Low-Cost, Point-of-Care, Pocket Colposcope. IEEE Trans. Biomed. Eng. 66(8): 2306-2318 (2019) - 2018
- [j132]Pramod Kumar Pisharady, Stamatios N. Sotiropoulos, Julio Martin Duarte-Carvajalino, Guillermo Sapiro, Christophe Lenglet:
Estimation of white matter fiber parameters from compressed multiresolution diffusion MRI using sparse Bayesian learning. NeuroImage 167: 488-503 (2018) - [j131]Helen Link Egger, Geraldine Dawson, Jordan Hashemi, Kimberly L. H. Carpenter, Steven Espinosa, Kathleen Campbell, Samuel Brotkin, Jana Schaich Borg, Qiang Qiu, Mariano Tepper, Jeffrey P. Baker, Richard A. Bloomfield Jr., Guillermo Sapiro:
Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study. npj Digit. Medicine 1 (2018) - [j130]Raja Giryes, Yonina C. Eldar, Alexander M. Bronstein, Guillermo Sapiro:
Tradeoffs Between Convergence Speed and Reconstruction Accuracy in Inverse Problems. IEEE Trans. Signal Process. 66(7): 1676-1690 (2018) - 2017
- [j129]Anish K. Simhal, Cecilia Aguerrebere, Forrest Collman, Joshua T. Vogelstein, Kristina D. Micheva, Richard J. Weinberg, Stephen J. Smith, Guillermo Sapiro:
Probabilistic fluorescence-based synapse detection. PLoS Comput. Biol. 13(4) (2017) - [j128]Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues:
Robust Large Margin Deep Neural Networks. IEEE Trans. Signal Process. 65(16): 4265-4280 (2017) - 2016
- [j127]Qiang Qiu, Zhuoqing Chang, Mark Draelos, Jie Chen, Alexander M. Bronstein, Guillermo Sapiro:
Low-cost Gaze and Pulse Analysis using RealSense. EAI Endorsed Trans. Ambient Syst. 3(12): e1 (2016) - [j126]Vince Lyzinski, Donniell E. Fishkind, Marcelo Fiori, Joshua T. Vogelstein, Carey E. Priebe, Guillermo Sapiro:
Graph Matching: Relax at Your Own Risk. IEEE Trans. Pattern Anal. Mach. Intell. 38(1): 60-73 (2016) - [j125]Ehsan Elhamifar, Guillermo Sapiro, S. Shankar Sastry:
Dissimilarity-Based Sparse Subset Selection. IEEE Trans. Pattern Anal. Mach. Intell. 38(11): 2182-2197 (2016) - [j124]Jordan Hashemi, Kathleen Campbell, Kimberly L. H. Carpenter, Adrianne Harris, Qiang Qiu, Mariano Tepper, Steven Espinosa, Jana Schaich Borg, Samuel Marsan, A. Robert Calderbank, Jeffrey P. Baker, Helen Link Egger, Geraldine Dawson, Guillermo Sapiro:
A scalable app for measuring autism risk behaviors in young children: A technical validity and feasibility study. EAI Endorsed Trans. Scalable Inf. Syst. 3(10): e1 (2016) - [j123]Qiang Qiu, Andrew Thompson, A. Robert Calderbank, Guillermo Sapiro:
Data Representation Using the Weyl Transform. IEEE Trans. Signal Process. 64(7): 1844-1853 (2016) - [j122]Mariano Tepper, Guillermo Sapiro:
Compressed Nonnegative Matrix Factorization Is Fast and Accurate. IEEE Trans. Signal Process. 64(9): 2269-2283 (2016) - [j121]Raja Giryes, Guillermo Sapiro, Alexander M. Bronstein:
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? IEEE Trans. Signal Process. 64(13): 3444-3457 (2016) - [j120]Cecilia Aguerrebere, Mauricio Delbracio, Alberto Bartesaghi, Guillermo Sapiro:
Fundamental Limits in Multi-Image Alignment. IEEE Trans. Signal Process. 64(21): 5707-5722 (2016) - 2015
- [j119]Qiang Qiu, Guillermo Sapiro:
Learning transformations for clustering and classification. J. Mach. Learn. Res. 16: 187-225 (2015) - [j118]Pablo Sprechmann, Alexander M. Bronstein, Guillermo Sapiro:
Learning Efficient Sparse and Low Rank Models. IEEE Trans. Pattern Anal. Mach. Intell. 37(9): 1821-1833 (2015) - [j117]Mauricio Delbracio, Guillermo Sapiro:
Hand-Held Video Deblurring Via Efficient Fourier Aggregation. IEEE Trans. Computational Imaging 1(4): 270-283 (2015) - [j116]Jianbo Yang, Xuejun Liao, Xin Yuan, Patrick Llull, David J. Brady, Guillermo Sapiro, Lawrence Carin:
Compressive Sensing by Learning a Gaussian Mixture Model From Measurements. IEEE Trans. Image Process. 24(1): 106-119 (2015) - [j115]Mauricio Delbracio, Guillermo Sapiro:
Removing Camera Shake via Weighted Fourier Burst Accumulation. IEEE Trans. Image Process. 24(11): 3293-3307 (2015) - 2014
- [j114]Marcelo Fiori, Pablo Musé, Guillermo Sapiro:
A Complete System for Candidate Polyps Detection in Virtual Colonoscopy. Int. J. Pattern Recognit. Artif. Intell. 28(7) (2014) - [j113]Gautam Prasad, Shantanu H. Joshi, Neda Jahanshad, Julio Villalon-Reina, Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Katie L. McMahon, Greig I. de Zubicaray, Nicholas G. Martin, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson:
Automatic clustering and population analysis of white matter tracts using maximum density paths. NeuroImage 97: 284-295 (2014) - [j112]Mariano Tepper, Guillermo Sapiro:
A Biclustering Framework for Consensus Problems. SIAM J. Imaging Sci. 7(4): 2488-2525 (2014) - [j111]Jianbo Yang, Xin Yuan, Xuejun Liao, Patrick Llull, David J. Brady, Guillermo Sapiro, Lawrence Carin:
Video Compressive Sensing Using Gaussian Mixture Models. IEEE Trans. Image Process. 23(11): 4863-4878 (2014) - [j110]Jinyoung Kim, Christophe Lenglet, Yuval Duchin, Guillermo Sapiro, Noam Harel:
Semiautomatic Segmentation of Brain Subcortical Structures From High-Field MRI. IEEE J. Biomed. Health Informatics 18(5): 1678-1695 (2014) - 2013
- [j109]Liang Zhan, Bryon A. Mueller, Neda Jahanshad, Yan Jin, Christophe Lenglet, Essa Yacoub, Guillermo Sapiro, Kâmil Ugurbil, Noam Harel, Arthur W. Toga, Kelvin O. Lim, Paul M. Thompson:
Magnetic Resonance Field Strength Effects on Diffusion Measures and Brain Connectivity Networks. Brain Connect. 3(1): 72-86 (2013) - [j108]Jonathan Pokrass, Alexander M. Bronstein, Michael M. Bronstein, Pablo Sprechmann, Guillermo Sapiro:
Sparse Modeling of Intrinsic Correspondences. Comput. Graph. Forum 32(2): 459-468 (2013) - [j107]Emmanuel Caruyer, Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Rachid Deriche:
Motion Detection in Diffusion MRI via Online ODF Estimation. Int. J. Biomed. Imaging 2013: 849363:1-849363:8 (2013) - [j106]Kâmil Ugurbil, Junqian Xu, Edward J. Auerbach, Steen Moeller, An T. Vu, Julio Martin Duarte-Carvajalino, Christophe Lenglet, Xiaoping Wu, Sebastian Schmitter, Pierre-François van de Moortele, John P. Strupp, Guillermo Sapiro, Federico De Martino, Dingxin Wang, Noam Harel, Michael Garwood, Liyong Chen, David A. Feinberg, Stephen M. Smith, Karla L. Miller, Stamatios N. Sotiropoulos, Saâd Jbabdi, Jesper L. R. Andersson, Timothy Edward John Behrens, Matthew F. Glasser, David C. Van Essen, Essa Yacoub:
Pushing spatial and temporal resolution for functional and diffusion MRI in the Human Connectome Project. NeuroImage 80: 80-104 (2013) - [j105]Stamatios N. Sotiropoulos, Saâd Jbabdi, Junqian Xu, Jesper L. R. Andersson, Steen Moeller, Edward J. Auerbach, Matthew F. Glasser, Moisés Hernández, Guillermo Sapiro, Mark Jenkinson, David A. Feinberg, Essa Yacoub, Christophe Lenglet, David C. Van Essen, Kâmil Ugurbil, Timothy Edward John Behrens:
Advances in diffusion MRI acquisition and processing in the Human Connectome Project. NeuroImage 80: 125-143 (2013) - [j104]Bo Chen, Gungor Polatkan, Guillermo Sapiro, David M. Blei, David B. Dunson, Lawrence Carin:
Deep Learning with Hierarchical Convolutional Factor Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 35(8): 1887-1901 (2013) - [j103]Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro:
Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models. IEEE Trans. Signal Process. 61(3): 585-600 (2013) - 2012
- [j102]Alexey Castrodad, Guillermo Sapiro:
Sparse Modeling of Human Actions from Motion Imagery. Int. J. Comput. Vis. 100(1): 1-15 (2012) - [j101]Julio Martin Duarte-Carvajalino, Neda Jahanshad, Christophe Lenglet, Katie McMahon, Greig I. de Zubicaray, Nicholas G. Martin, Margaret J. Wright, Paul M. Thompson, Guillermo Sapiro:
Hierarchical topological network analysis of anatomical human brain connectivity and differences related to sex and kinship. NeuroImage 59(4): 3784-3804 (2012) - [j100]Zhengming Xing, Mingyuan Zhou, Alexey Castrodad, Guillermo Sapiro, Lawrence Carin:
Dictionary Learning for Noisy and Incomplete Hyperspectral Images. SIAM J. Imaging Sci. 5(1): 33-56 (2012) - [j99]Mingyuan Zhou, Haojun Chen, John W. Paisley, Lu Ren, Lingbo Li, Zhengming Xing, David B. Dunson, Guillermo Sapiro, Lawrence Carin:
Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images. IEEE Trans. Image Process. 21(1): 130-144 (2012) - [j98]Guoshen Yu, Guillermo Sapiro, Stéphane Mallat:
Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity. IEEE Trans. Image Process. 21(5): 2481-2499 (2012) - [j97]Mona Mahmoudi, Guillermo Sapiro:
Sparse Representations for Range Data Restoration. IEEE Trans. Image Process. 21(5): 2909-2915 (2012) - [j96]Ernie Esser, Michael Möller, Stanley J. Osher, Guillermo Sapiro, Jack Xin:
A Convex Model for Nonnegative Matrix Factorization and Dimensionality Reduction on Physical Space. IEEE Trans. Image Process. 21(7): 3239-3252 (2012) - [j95]Ignacio Ramírez, Guillermo Sapiro:
Universal Regularizers for Robust Sparse Coding and Modeling. IEEE Trans. Image Process. 21(9): 3850-3864 (2012) - [j94]Liron Yatziv, Mathieu Chartouni, Saurabh Datta, Guillermo Sapiro:
Toward Multiple Catheters Detection in Fluoroscopic Image Guided Interventions. IEEE Trans. Inf. Technol. Biomed. 16(4): 770-781 (2012) - [j93]Ignacio Ramírez, Guillermo Sapiro:
An MDL Framework for Sparse Coding and Dictionary Learning. IEEE Trans. Signal Process. 60(6): 2913-2927 (2012) - 2011
- [j92]Guillermo Sapiro:
Images everywhere: looking for models: technical perspective. Commun. ACM 54(5): 108 (2011) - [j91]Benedikt Wirth, Leah Bar, Martin Rumpf, Guillermo Sapiro:
A Continuum Mechanical Approach to Geodesics in Shape Space. Int. J. Comput. Vis. 93(3): 293-318 (2011) - [j90]Pablo Arias, Gabriele Facciolo, Vicent Caselles, Guillermo Sapiro:
A Variational Framework for Exemplar-Based Image Inpainting. Int. J. Comput. Vis. 93(3): 319-347 (2011) - [j89]Guoshen Yu, Guillermo Sapiro:
DCT image denoising: a simple and effective image denoising algorithm. Image Process. Line 1 (2011) - [j88]Iman Aganj, Christophe Lenglet, Neda Jahanshad, Essa Yacoub, Noam Harel, Paul M. Thompson, Guillermo Sapiro:
A Hough transform global probabilistic approach to multiple-subject diffusion MRI tractography. Medical Image Anal. 15(4): 414-425 (2011) - [j87]Yi Ma, Partha Niyogi, Guillermo Sapiro, René Vidal:
Dimensionality Reduction via Subspace and Submanifold Learning [From the Guest Editors]. IEEE Signal Process. Mag. 28(2): 14-16 (2011) - [j86]Lawrence Carin, Richard G. Baraniuk, Volkan Cevher, David B. Dunson, Michael I. Jordan, Guillermo Sapiro, Michael B. Wakin:
Learning Low-Dimensional Signal Models. IEEE Signal Process. Mag. 28(2): 39-51 (2011) - [j85]Alexey Castrodad, Zhengming Xing, John B. Greer, Edward Bosch, Lawrence Carin, Guillermo Sapiro:
Learning Discriminative Sparse Representations for Modeling, Source Separation, and Mapping of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 49(11): 4263-4281 (2011) - [j84]Liron Yatziv, Julian Ibarz, Norbert Strobel, Saurabh Datta, Guillermo Sapiro:
Esophagus Silhouette Extraction and Reconstruction From Fluoroscopic Views for Cardiac Ablation Procedure Guidance. IEEE Trans. Inf. Technol. Biomed. 15(5): 703-708 (2011) - [j83]Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar:
C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework. IEEE Trans. Signal Process. 59(9): 4183-4198 (2011) - [j82]Guoshen Yu, Guillermo Sapiro:
Statistical Compressed Sensing of Gaussian Mixture Models. IEEE Trans. Signal Process. 59(12): 5842-5858 (2011) - 2010
- [j81]Alexander M. Bronstein, Michael M. Bronstein, Ron Kimmel, Mona Mahmoudi, Guillermo Sapiro:
A Gromov-Hausdorff Framework with Diffusion Geometry for Topologically-Robust Non-rigid Shape Matching. Int. J. Comput. Vis. 89(2-3): 266-286 (2010) - [j80]Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro:
Online Learning for Matrix Factorization and Sparse Coding. J. Mach. Learn. Res. 11: 19-60 (2010) - [j79]John Wright, Yi Ma, Julien Mairal, Guillermo Sapiro, Thomas S. Huang, Shuicheng Yan:
Sparse Representation for Computer Vision and Pattern Recognition. Proc. IEEE 98(6): 1031-1044 (2010) - [j78]Guillermo Sapiro:
Introduction to the Special Section on Optimization in Imaging Sciences. SIAM J. Imaging Sci. 3(4): 1047 (2010) - [j77]Federico Lecumberry, Alvaro Pardo, Guillermo Sapiro:
Simultaneous Object Classification and Segmentation With High-Order Multiple Shape Models. IEEE Trans. Image Process. 19(3): 625-635 (2010) - [j76]Aurélie Bugeau, Marcelo Bertalmío, Vicent Caselles, Guillermo Sapiro:
A Comprehensive Framework for Image Inpainting. IEEE Trans. Image Process. 19(10): 2634-2645 (2010) - 2009
- [j75]Tor Ivry, Shahar Michal, Assaf Avihoo, Guillermo Sapiro, Danny Barash:
An image processing approach to computing distances between RNA secondary structures dot plots. Algorithms Mol. Biol. 4 (2009) - [j74]Mona Mahmoudi, Guillermo Sapiro:
Three-dimensional point cloud recognition via distributions of geometric distances. Graph. Model. 71(1): 22-31 (2009) - [j73]Xue Bai, Guillermo Sapiro:
Geodesic Matting: A Framework for Fast Interactive Image and Video Segmentation and Matting. Int. J. Comput. Vis. 82(2): 113-132 (2009) - [j72]Ganesh Sundaramoorthi, Anthony J. Yezzi, Andrea Mennucci, Guillermo Sapiro:
New Possibilities with Sobolev Active Contours. Int. J. Comput. Vis. 84(2): 113-129 (2009) - [j71]Christophe Lenglet, Jennifer S. W. Campbell, Maxime Descoteaux, Gloria Haro, Peter Savadjiev, Demian Wassermann, Alfred Anwander, Rachid Deriche, G. Bruce Pike, Guillermo Sapiro, Kaleem Siddiqi, Paul M. Thompson:
Mathematical methods for diffusion MRI processing. NeuroImage 45(1): S111-S122 (2009) - [j70]Leah Bar, Guillermo Sapiro:
Generalized Newton-Type Methods for Energy Formulations in Image Processing. SIAM J. Imaging Sci. 2(2): 508-531 (2009) - [j69]Julio Martin Duarte-Carvajalino, Guillermo Sapiro:
Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization. IEEE Trans. Image Process. 18(7): 1395-1408 (2009) - [j68]Xue Bai, Jue Wang, David Simons, Guillermo Sapiro:
Video SnapCut: robust video object cutout using localized classifiers. ACM Trans. Graph. 28(3): 70 (2009) - 2008
- [j67]Vicent Caselles, Gloria Haro, Guillermo Sapiro, Joan Verdera:
On geometric variational models for inpainting surface holes. Comput. Vis. Image Underst. 111(3): 351-373 (2008) - [j66]Gloria Haro, Gregory Randall, Guillermo Sapiro:
Translated Poisson Mixture Model for Stratification Learning. Int. J. Comput. Vis. 80(3): 358-374 (2008) - [j65]Julien Mairal, Guillermo Sapiro, Michael Elad:
Learning Multiscale Sparse Representations for Image and Video Restoration. Multiscale Model. Simul. 7(1): 214-241 (2008) - [j64]Kedar A. Patwardhan, Guillermo Sapiro, Vassilios Morellas:
Robust Foreground Detection In Video Using Pixel Layers. IEEE Trans. Pattern Anal. Mach. Intell. 30(4): 746-751 (2008) - [j63]Guillermo Sapiro:
Message from the Editor-in-Chief. SIAM J. Imaging Sci. 1(1): 1 (2008) - [j62]Diego Rother, Guillermo Sapiro, Vijay Pande:
Statistical Characterization of Protein Ensembles. IEEE ACM Trans. Comput. Biol. Bioinform. 5(1): 42-55 (2008) - [j61]Julio Martin Duarte-Carvajalino, Guillermo Sapiro, Miguel Velez-Reyes, Paul E. Castillo:
Multiscale Representation and Segmentation of Hyperspectral Imagery Using Geometric Partial Differential Equations and Algebraic Multigrid Methods. IEEE Trans. Geosci. Remote. Sens. 46(8): 2418-2434 (2008) - [j60]Julien Mairal, Michael Elad, Guillermo Sapiro:
Sparse Representation for Color Image Restoration. IEEE Trans. Image Process. 17(1): 53-69 (2008) - 2007
- [j59]Carsten Moenning, Facundo Mémoli, Guillermo Sapiro, Nira Dyn, Neil A. Dodgson:
Meshless geometric subdivision. Graph. Model. 69(3-4): 160-179 (2007) - [j58]Anish Mohan, Guillermo Sapiro, Edward Bosch:
Spatially Coherent Nonlinear Dimensionality Reduction and Segmentation of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. 4(2): 206-210 (2007) - [j57]Kedar A. Patwardhan, Guillermo Sapiro, Marcelo Bertalmío:
Video Inpainting Under Constrained Camera Motion. IEEE Trans. Image Process. 16(2): 545-553 (2007) - [j56]Alexis Protiere, Guillermo Sapiro:
Interactive Image Segmentation via Adaptive Weighted Distances. IEEE Trans. Image Process. 16(4): 1046-1057 (2007) - [j55]Chiu Yen Kao, Michael Hofer, Guillermo Sapiro, Josh Stern, Kelly Rehm, David A. Rottenberg:
A Geometric Method for Automatic Extraction of Sulcal Fundi. IEEE Trans. Medical Imaging 26(4): 530-540 (2007) - 2006
- [j54]Liron Yatziv, Alberto Bartesaghi, Guillermo Sapiro:
O(N) implementation of the fast marching algorithm. J. Comput. Phys. 212(2): 393-399 (2006) - [j53]John B. Greer, Andrea L. Bertozzi, Guillermo Sapiro:
Fourth order partial differential equations on general geometries. J. Comput. Phys. 216(1): 216-246 (2006) - [j52]Anish Mohan, Alberto Bartesaghi, Guillermo Sapiro:
Constrained regularization of digital terrain elevation data. IEEE Geosci. Remote. Sens. Lett. 3(1): 59-62 (2006) - [j51]Eli Hershkovitz, Guillermo Sapiro, Allen R. Tannenbaum, Loren Dean Williams:
Statistical Analysis of RNA Backbone. IEEE ACM Trans. Comput. Biol. Bioinform. 3(1): 33-46 (2006) - [j50]Michael Hofer, Guillermo Sapiro, Johannes Wallner:
Fair polyline networks for constrained smoothing of digital terrain elevation data. IEEE Trans. Geosci. Remote. Sens. 44(10-2): 2983-2990 (2006) - [j49]Liron Yatziv, Guillermo Sapiro:
Fast image and video colorization using chrominance blending. IEEE Trans. Image Process. 15(5): 1120-1129 (2006) - 2005
- [j48]Alberto Bartesaghi, Guillermo Sapiro, Thomas Malzbender, Dan Gelb:
Three-dimensional shape rendering from multiple images. Graph. Model. 67(4): 332-346 (2005) - [j47]Facundo Mémoli, Guillermo Sapiro:
A Theoretical and Computational Framework for Isometry Invariant Recognition of Point Cloud Data. Found. Comput. Math. 5(3): 313-347 (2005) - [j46]Facundo Mémoli, Guillermo Sapiro:
Distance Functions and Geodesics on Submanifolds of Rd and Point Clouds. SIAM J. Appl. Math. 65(4): 1227-1260 (2005) - [j45]Mona Mahmoudi, Guillermo Sapiro:
Fast image and video denoising via nonlocal means of similar neighborhoods. IEEE Signal Process. Lett. 12(12): 839-842 (2005) - [j44]Alberto Bartesaghi, Guillermo Sapiro, Sriram Subramaniam:
An Energy-Based Three-Dimensional Segmentation Approach for the Quantitative Interpretation of Electron Tomograms. IEEE Trans. Image Process. 14(9): 1314-1323 (2005) - [j43]Alvaro Martín, Guillermo Sapiro, Gadiel Seroussi:
Is image steganography natural? IEEE Trans. Image Process. 14(12): 2040-2050 (2005) - 2004
- [j42]Marc Niethammer, Santiago Betelú, Guillermo Sapiro, Allen R. Tannenbaum, Peter J. Giblin:
Area-Based Medial Axis of Planar Curves. Int. J. Comput. Vis. 60(3): 203-224 (2004) - [j41]Vicent Caselles, Guillermo Sapiro, Andres Fco. Solé, Coloma Ballester:
Morse Description and Morphological Encoding of Continuous Data. Multiscale Model. Simul. 2(2): 179-209 (2004) - [j40]Andres Fco. Solé, Vicent Caselles, Guillermo Sapiro, Francesc Aràndiga:
Morse description and geometric encoding of digital elevation maps. IEEE Trans. Image Process. 13(9): 1245-1262 (2004) - 2003
- [j39]Guillermo Sapiro:
Guest Editorial: Introduction to the Special Issue on Imaging Science. J. Math. Imaging Vis. 18(1): 5 (2003) - [j38]Shantanu D. Rane, Guillermo Sapiro, Marcelo Bertalmío:
Structure and texture filling-in of missing image blocks in wireless transmission and compression applications. IEEE Trans. Image Process. 12(3): 296-303 (2003) - [j37]Alvaro Pardo, Guillermo Sapiro:
Visualization of high dynamic range images. IEEE Trans. Image Process. 12(6): 639-647 (2003) - [j36]Marcelo Bertalmío, Luminita A. Vese, Guillermo Sapiro, Stanley J. Osher:
Simultaneous structure and texture image inpainting. IEEE Trans. Image Process. 12(8): 882-889 (2003) - [j35]Gabriele Gorla, Victoria Interrante, Guillermo Sapiro:
Texture Synthesis for 3D Shape Representation. IEEE Trans. Vis. Comput. Graph. 9(4): 512-524 (2003) - 2002
- [j34]Olivier D. Faugeras, Pietro Perona, Guillermo Sapiro:
Special Issue on Partial Differential Equations in Image Processing, Computer Vision, and Computer Graphics. J. Vis. Commun. Image Represent. 13(1-2): 1-2 (2002) - 2001
- [j33]Andres Fco. Solé, Antonio M. López, Guillermo Sapiro:
Crease Enhancement Diffusion. Comput. Vis. Image Underst. 84(2): 241-248 (2001) - [j32]Santiago Betelú, Guillermo Sapiro, Allen R. Tannenbaum, Peter J. Giblin:
On the computation of the affine skeletons of planar curves and the detection of skew symmetry. Pattern Recognit. 34(5): 943-952 (2001) - [j31]Alvaro Pardo, Guillermo Sapiro:
Vector probability diffusion. IEEE Signal Process. Lett. 8(4): 106-109 (2001) - [j30]Shantanu Rane, Guillermo Sapiro:
Evaluation of JPEG-LS, the new lossless and controlled-lossy still image compression standard, for compression of high-resolution elevation data. IEEE Trans. Geosci. Remote. Sens. 39(10): 2298-2306 (2001) - [j29]Bei Tang, Guillermo Sapiro, Vicent Caselles:
Color image enhancement via chromaticity diffusion. IEEE Trans. Image Process. 10(5): 701-707 (2001) - [j28]Coloma Ballester, Marcelo Bertalmío, Vicent Caselles, Guillermo Sapiro, Joan Verdera:
Filling-in by joint interpolation of vector fields and gray levels. IEEE Trans. Image Process. 10(8): 1200-1211 (2001) - [j27]Andres Fco. Solé, Shing-Chung Ngan, Guillermo Sapiro, Xiaoping Hu, Antonio M. López:
Anisotropic 2D and 3D Averaging of fMRI Signals. IEEE Trans. Medical Imaging 20(2): 86-93 (2001) - 2000
- [j26]Bei Tang, Guillermo Sapiro, Vicent Caselles:
Diffusion of General Data on Non-Flat Manifolds via Harmonic Maps Theory: The Direction Diffusion Case. Int. J. Comput. Vis. 36(2): 149-161 (2000) - [j25]Vicent Caselles, Guillermo Sapiro, Do Hyun Chung:
Vector Median Filters, Inf-Sup Operations, and Coupled PDE's: Theoretical Connections. J. Math. Imaging Vis. 12(2): 109-119 (2000) - [j24]Olivier D. Faugeras, Pietro Perona, Guillermo Sapiro:
Call for Papers: Special Issue on Partial Differential Equations in Image Processing, Computer Vision, and Computer Graphics. J. Vis. Commun. Image Represent. 11(1): 93-94 (2000) - [j23]Olivier D. Faugeras, Mads Nielsen, Pietro Perona, Bart M. ter Haar Romeny, Guillermo Sapiro:
Special Issue on the Second International Conference on Scale Space Theory in Computer Vision: Guest Editors' Comments. J. Vis. Commun. Image Represent. 11(2): 95 (2000) - [j22]Marcelo Bertalmío, Guillermo Sapiro, Gregory Randall:
Morphing Active Contours. IEEE Trans. Pattern Anal. Mach. Intell. 22(7): 733-737 (2000) - [j21]Do Hyun Chung, Guillermo Sapiro:
On the level lines and geometry of vector-valued images. IEEE Signal Process. Lett. 7(9): 241-243 (2000) - [j20]Steven Haker, Guillermo Sapiro, Allen R. Tannenbaum:
Knowledge-based segmentation of SAR data with learned priors. IEEE Trans. Image Process. 9(2): 299-301 (2000) - [j19]Marcelo J. Weinberger, Gadiel Seroussi, Guillermo Sapiro:
The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS. IEEE Trans. Image Process. 9(8): 1309-1324 (2000) - [j18]Steven Haker, Sigurd B. Angenent, Allen R. Tannenbaum, Ron Kikinis, Guillermo Sapiro, Michael Halle:
Conformal Surface Parameterization for Texture Mapping. IEEE Trans. Vis. Comput. Graph. 6(2): 181-189 (2000) - 1999
- [j17]Guillermo Sapiro:
Color and Illuminant Voting. IEEE Trans. Pattern Anal. Mach. Intell. 21(11): 1210-1215 (1999) - [j16]Vicent Caselles, Jose Luis Lisani, Jean-Michel Morel, Guillermo Sapiro:
Shape preserving local histogram modification. IEEE Trans. Image Process. 8(2): 220-230 (1999) - [j15]Marcelo Bertalmío, Guillermo Sapiro, Gregory Randall:
Region Tracking on Level-Sets Methods. IEEE Trans. Medical Imaging 18(5): 448-451 (1999) - 1998
- [j14]Michael J. Black, Guillermo Sapiro, David H. Marimont, David Heeger:
Robust anisotropic diffusion. IEEE Trans. Image Process. 7(3): 421-432 (1998) - 1997
- [j13]Guillermo Sapiro, Vicent Caselles:
Contrast Enhancement via Image Evolution Flow. CVGIP Graph. Model. Image Process. 59(6): 407-416 (1997) - [j12]Guillermo Sapiro:
Color Snakes. Comput. Vis. Image Underst. 68(2): 247-253 (1997) - [j11]Vicent Caselles, Ron Kimmel, Guillermo Sapiro:
Geodesic Active Contours. Int. J. Comput. Vis. 22(1): 61-79 (1997) - [j10]Guillermo Sapiro, Albert Cohen, Alfred M. Bruckstein:
A Subdivision Scheme for Continuous-Scale B-Splines and Affine-Invariant Progressive Smoothing. J. Math. Imaging Vis. 7(1): 23-40 (1997) - [j9]Vicent Caselles, Ron Kimmel, Guillermo Sapiro, Catalina Sbert:
Minimal Surfaces Based Object Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 19(4): 394-398 (1997) - [j8]Allen R. Tannenbaum, Guillermo Sapiro, Peter J. Olver:
Invariant Geometric Evolutions of Surfaces and Volumetric Smoothing. SIAM J. Appl. Math. 57(1): 176-194 (1997) - [j7]P. C. Teo, Guillermo Sapiro, Brian A. Wandell:
Creating Connected Representations of Cortical Gray Matter for Functional MRI Visualization. IEEE Trans. Medical Imaging 16(6): 852-863 (1997) - 1996
- [j6]Guillermo Sapiro, Dario L. Ringach:
Anisotropic diffusion of multivalued images with applications to color filtering. IEEE Trans. Image Process. 5(11): 1582-1586 (1996) - 1995
- [j5]Alfred M. Bruckstein, Guillermo Sapiro, Doron Shaked:
Evolutions of Planar Polygons. Int. J. Pattern Recognit. Artif. Intell. 9(6): 991-1014 (1995) - [j4]Guillermo Sapiro, Allen R. Tannenbaum:
Area and Length Preserving Geometric Invariant Scale-Spaces. IEEE Trans. Pattern Anal. Mach. Intell. 17(1): 67-72 (1995) - 1994
- [j3]Guillermo Sapiro, David Malah:
Morphological Image Coding Based on a Geometric Sampling Theorem and a Modified Skeleton Representation. J. Vis. Commun. Image Represent. 5(1): 29-40 (1994) - 1993
- [j2]Guillermo Sapiro, Allen R. Tannenbaum:
Affine invariant scale-space. Int. J. Comput. Vis. 11(1): 25-44 (1993) - [j1]Guillermo Sapiro, Ron Kimmel, Doron Shaked, Benjamin B. Kimia, Alfred M. Bruckstein:
Implementing continuous-scale morphology via curve evolution. Pattern Recognit. 26(9): 1363-1372 (1993)
Conference and Workshop Papers
- 2024
- [c222]Natalia Martínez, Martín Bertrán, Guillermo Sapiro:
Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers. AISTATS 2024: 2629-2637 - [c221]Pradeep Raj Krishnappa Babu, J. Matías Di Martino, Kimberly L. H. Carpenter, Scott Compton, Naomi Davis, Brian Eichner, Steven Espinosa, Lauren Franz, Sam Perochon, Geraldine Dawson, Guillermo Sapiro:
Large-scale Validation of a Scalable and Portable Behavioral Digital Screening Tool for Autism at Home. CHI Extended Abstracts 2024: 220:1-220:7 - [c220]Lun Huang, Qiang Qiu, Guillermo Sapiro:
PQ-VAE: Learning Hierarchical Discrete Representations with Progressive Quantization. CVPR Workshops 2024: 7550-7558 - [c219]Amirhossein Farzam, Allen R. Tannenbaum, Guillermo Sapiro:
From Geometry to Causality- Ricci Curvature and the Reliability of Causal Inference on Networks. ICML 2024 - [c218]Vikram Aikat, Pradeep Raj Krishnappa Babu, Kimberly L. H. Carpenter, J. Matías Di Martino, Steven Espinosa, Naomi Davis, Lauren Franz, Marina Spanos, Geraldine Dawson, Guillermo Sapiro:
Digital Phenotyping based on a Mobile App Identifies Distinct and Overlapping Features in Children Diagnosed with Autism versus ADHD. UIST (Adjunct Volume) 2024: 111:1-111:4 - 2023
- [c217]Oded Schlesinger, Raj Kundu, Stefan M. Goetz, Guillermo Sapiro, Angel V. Peterchev, J. Matías Di Martino:
Automatic Neurocranial Landmarks Detection from Visible Facial Landmarks Leveraging 3D Head Priors. CLIP/FAIMI/EPIMI@MICCAI 2023: 12-20 - 2022
- [c216]Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues:
Minimax Demographic Group Fairness in Federated Learning. FAccT 2022: 142-159 - 2021
- [c215]Haoyu Dong, Ze Wang, Qiang Qiu, Guillermo Sapiro:
Using Text To Teach Image Retrieval. CVPR Workshops 2021: 1643-1652 - [c214]Raphaël Achddou, J. Matías Di Martino, Guillermo Sapiro:
Nested Learning for Multi-Level Classification. ICASSP 2021: 2815-2819 - [c213]Natalia Martínez, Martín Bertrán, Afroditi Papadaki, Miguel R. D. Rodrigues, Guillermo Sapiro:
Blind Pareto Fairness and Subgroup Robustness. ICML 2021: 7492-7501 - [c212]Ze Wang, Sihao Ding, Ying Li, Jonas Fenn, Sohini Roychowdhury, Andreas Wallin, Lane Martin, Scott Ryvola, Guillermo Sapiro, Qiang Qiu:
Cirrus: A Long-range Bi-pattern LiDAR Dataset. ICRA 2021: 5744-5750 - 2020
- [c211]Gilad Cohen, Guillermo Sapiro, Raja Giryes:
Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors. CVPR 2020: 14441-14450 - [c210]Mercy Nyamewaa Asiedu, Erica Skerrett, Guillermo Sapiro, Nirmala Ramanujam:
Combining multiple contrasts for improving machine learning-based classification of cervical cancers with a low-cost point-of-care Pocket colposcope. EMBC 2020: 1148-1151 - [c209]Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu:
Stochastic Conditional Generative Networks with Basis Decomposition. ICLR 2020 - [c208]Natalia Martínez, Martín Bertrán, Guillermo Sapiro:
Minimax Pareto Fairness: A Multi Objective Perspective. ICML 2020: 6755-6764 - [c207]Dmitry Yu. Isaev, Dmitry Tchapyjnikov, C. Michael Cotten, David Tanaka, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, David E. Carlson:
Attention-Based Network for Weak Labels in Neonatal Seizure Detection. MLHC 2020: 479-507 - [c206]Martín Bertrán, Natalia Martínez, Mariano Phielipp, Guillermo Sapiro:
Instance-based Generalization in Reinforcement Learning. NeurIPS 2020 - [c205]Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu:
A Dictionary Approach to Domain-Invariant Learning in Deep Networks. NeurIPS 2020 - 2019
- [c204]Zhuoqing Chang, J. Matías Di Martino, Qiang Qiu, Steven Espinosa, Guillermo Sapiro:
SalGaze: Personalizing Gaze Estimation using Visual Saliency. ICCV Workshops 2019: 1169-1178 - [c203]Ze Wang, Sihao Ding, Ying Li, Minming Zhao, Sohini Roychowdhury, Andreas Wallin, Guillermo Sapiro, Qiang Qiu:
Range Adaptation for 3D Object Detection in LiDAR. ICCV Workshops 2019: 2320-2328 - [c202]Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Hau-Tieng Wu:
Non-Contact Photoplethysmogram and Instantaneous Heart Rate Estimation from Infrared Face Video. ICIP 2019: 2020-2024 - [c201]Xiuyuan Cheng, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro:
RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks. ICLR (Poster) 2019 - [c200]Martín Bertrán, Natalia Martínez, Afroditi Papadaki, Qiang Qiu, Miguel R. D. Rodrigues, Galen Reeves, Guillermo Sapiro:
Adversarially Learned Representations for Information Obfuscation and Inference. ICML 2019: 614-623 - 2018
- [c199]Deeksha Malhotra, Kimberly Chiew, Mai-Anh Vu, Nicole Heller, Guillermo Sapiro, R. Alison Adcock:
Natural Human Exploration under Approach and Avoidance Motivation in a Real-Life Spatial Environment. CogSci 2018 - [c198]Wei Zhu, Qiang Qiu, Jiaji Huang, A. Robert Calderbank, Guillermo Sapiro, Ingrid Daubechies:
LDMNet: Low Dimensional Manifold Regularized Neural Networks. CVPR 2018: 2743-2751 - [c197]José Lezama, Qiang Qiu, Pablo Musé, Guillermo Sapiro:
OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning. CVPR 2018: 8109-8118 - [c196]Qiang Qiu, José Lezama, Alexander M. Bronstein, Guillermo Sapiro:
ForestHash: Semantic Hashing with Shallow Random Forests and Tiny Convolutional Networks. ECCV (2) 2018: 442-459 - [c195]Cecilia Aguerrebere, Mauricio Delbracio, Alberto Bartesaghi, Guillermo Sapiro:
A Practical Guide to Multi-Image Alignment. ICASSP 2018: 1927-1931 - [c194]Hyun Keun Ahn, Qiang Qiu, Edward Bosch, Andrew Thompson, Francisco E. Robles, Guillermo Sapiro, Warren S. Warren, A. Robert Calderbank:
Classifying Pump-Probe Images of Melanocytic Lesions Using the WEYL Transform. ICASSP 2018: 4209-4213 - [c193]Raja Giryes, Yonina C. Eldar, Alexander M. Bronstein, Guillermo Sapiro:
The Learned Inexact Project Gradient Descent Algorithm. ICASSP 2018: 6767-6771 - [c192]Qiang Qiu, Xiuyuan Cheng, A. Robert Calderbank, Guillermo Sapiro:
DCFNet: Deep Neural Network with Decomposed Convolutional Filters. ICML 2018: 4195-4204 - 2017
- [c191]Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues:
Generalization Error of Invariant Classifiers. AISTATS 2017: 1094-1103 - [c190]Shuochen Su, Mauricio Delbracio, Jue Wang, Guillermo Sapiro, Wolfgang Heidrich, Oliver Wang:
Deep Video Deblurring for Hand-Held Cameras. CVPR 2017: 237-246 - [c189]Mariano Tepper, Guillermo Sapiro:
Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting. CVPR 2017: 655-663 - [c188]Qixiang Ye, Tianliang Zhang, Wei Ke, Qiang Qiu, Jie Chen, Guillermo Sapiro, Baochang Zhang:
Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model. CVPR 2017: 2057-2066 - [c187]José Lezama, Qiang Qiu, Guillermo Sapiro:
Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-Spectral Hallucination and Low-Rank Embedding. CVPR 2017: 6807-6816 - [c186]Jure Sokolic, Miguel R. D. Rodrigues, Qiang Qiu, Guillermo Sapiro:
Learning to Identify While Failing to Discriminate. ICCV Workshops 2017: 2537-2544 - [c185]Qiang Qiu, Jordan Hashemi, Guillermo Sapiro:
Intelligent Synthesis Driven Model Calibration: Framework and Face Recognition Application. ICCV Workshops 2017: 2564-2572 - [c184]Pramod Kumar Pisharady, Stamatios N. Sotiropoulos, Guillermo Sapiro, Christophe Lenglet:
A Sparse Bayesian Learning Algorithm for White Matter Parameter Estimation from Compressed Multi-shell Diffusion MRI. MICCAI (1) 2017: 602-610 - 2016
- [c183]Zhuoqing Chang, Qiang Qiu, Guillermo Sapiro:
Synthesis-Based Low-Cost Gaze Analysis. HCI (27) 2016: 95-100 - [c182]Mariano Tepper, Guillermo Sapiro:
A short-graph fourier transform via personalized pagerank vectors. ICASSP 2016: 4806-4810 - [c181]Marcelo Fiori, Pablo Musé, Mariano Tepper, Guillermo Sapiro:
Tell me where you are and I tell you where you are going: Estimation of dynamic mobility graphs. SAM 2016: 1-5 - [c180]Jie Chen, Zhuoqing Chang, Qiang Qiu, Xiaobai Li, Guillermo Sapiro, Alexander M. Bronstein, Matti Pietikäinen:
RealSense = real heart rate: Illumination invariant heart rate estimation from videos. IPTA 2016: 1-6 - 2015
- [c179]Alasdair Newson, Mariano Tepper, Guillermo Sapiro:
Low-Rank Spatio-Temporal Video Segmentation. BMVC 2015: 103.1-103.12 - [c178]Mariano Tepper, Guillermo Sapiro:
From Local to Global Communities in Large Networks Through Consensus. CIARP 2015: 659-666 - [c177]Mauricio Delbracio, Guillermo Sapiro:
Burst deblurring: Removing camera shake through fourier burst accumulation. CVPR 2015: 2385-2393 - [c176]Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Miguel R. D. Rodrigues, Guillermo Sapiro:
Alignment with intra-class structure can improve classification. ICASSP 2015: 1921-1925 - [c175]Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro:
Geometry-Aware Deep Transform. ICCV 2015: 4139-4147 - [c174]Jinyoung Kim, Yuval Duchin, Guillermo Sapiro, Jerrold L. Vitek, Noam Harel:
Clinical deep brain stimulation region prediction using regression forests from high-field MRI. ICIP 2015: 2480-2484 - [c173]Mark Draelos, Qiang Qiu, Alexander M. Bronstein, Guillermo Sapiro:
Intel realsense = Real low cost gaze. ICIP 2015: 2520-2524 - [c172]Jordan Hashemi, Qiang Qiu, Guillermo Sapiro:
Cross-modality pose-invariant facial expression. ICIP 2015: 4007-4011 - [c171]Mariano Tepper, Alasdair Newson, Pablo Sprechmann, Guillermo Sapiro:
Multi-temporal foreground detection in videos. ICIP 2015: 4599-4603 - [c170]Jinyoung Kim, Yuval Duchin, Guillermo Sapiro, Jerrold L. Vitek, Noam Harel:
Clinical subthalamic nucleus prediction from high-field brain MRI. ISBI 2015: 1264-1267 - [c169]Pramod Kumar Pisharady, Julio Martin Duarte-Carvajalino, Stamatios N. Sotiropoulos, Guillermo Sapiro, Christophe Lenglet:
Sparse Bayesian Inference of White Matter Fiber Orientations from Compressed Multi-resolution Diffusion MRI. MICCAI (1) 2015: 117-124 - [c168]Jinyoung Kim, Yuval Duchin, Hyunsoo Kim, Jerrold L. Vitek, Noam Harel, Guillermo Sapiro:
Robust Prediction of Clinical Deep Brain Stimulation Target Structures via the Estimation of Influential High-Field MR Atlases. MICCAI (2) 2015: 587-594 - [c167]Jiaji Huang, Qiang Qiu, Guillermo Sapiro, A. Robert Calderbank:
Discriminative Robust Transformation Learning. NIPS 2015: 1333-1341 - [c166]Raja Giryes, Guillermo Sapiro, Alexander M. Bronstein:
On the Stability of Deep Networks. ICLR (Workshop) 2015 - [c165]Qiang Qiu, Guillermo Sapiro, Alexander M. Bronstein:
Random Forests Can Hash. ICLR (Workshop) 2015 - [c164]Qiang Qiu, Andrew Thompson, A. Robert Calderbank, Guillermo Sapiro:
Representation using the Weyl Transform. ICLR (Workshop) 2015 - 2014
- [c163]Xin Yuan, Patrick Llull, Xuejun Liao, Jianbo Yang, David J. Brady, Guillermo Sapiro, Lawrence Carin:
Low-Cost Compressive Sensing for Color Video and Depth. CVPR 2014: 3318-3325 - [c162]Pablo Sprechmann, Alexander M. Bronstein, Guillermo Sapiro:
Supervised non-euclidean sparse NMF via bilevel optimization with applications to speech enhancement. HSCMA 2014: 11-15 - [c161]Mariano Tepper, Guillermo Sapiro:
All for one, one for all: Consensus community detection in networks. ICASSP 2014: 1075-1079 - [c160]Kimberly L. H. Carpenter, Pablo Sprechmann, Marcelo Fiori, A. Robert Calderbank, Helen Link Egger, Guillermo Sapiro:
Questionnaire simplification for fast risk analysis of children's mental health. ICASSP 2014: 6009-6013 - [c159]Mariano Tepper, Guillermo Sapiro:
Intersecting 2D lines: A simple method for detecting vanishing points. ICIP 2014: 1056-1060 - [c158]Qiang Qiu, Guillermo Sapiro:
Learning Transformations. ICIP 2014: 4008-4012 - [c157]Qiang Qiu, Guillermo Sapiro:
Learning compressed image classification features. ICIP 2014: 5761-5765 - [c156]Jonathan Masci, Alexander M. Bronstein, Michael M. Bronstein, Pablo Sprechmann, Guillermo Sapiro:
Sparse similarity-preserving hashing. ICLR 2014 - [c155]Qiang Qiu, Guillermo Sapiro:
Learning Transformations for Classification Forests. ICLR 2014 - 2013
- [c154]Zhongwei Tang, Mariano Tepper, Guillermo Sapiro:
Reflective Symmetry Detection by Rectifying Randomized Correspondences. BMVC 2013 - [c153]Marcelo Fiori, Pablo Musé, Guillermo Sapiro:
Polyps Flagging in Virtual Colonoscopy. CIARP (2) 2013: 181-189 - [c152]Mariano Tepper, Guillermo Sapiro:
Ants Crawling to Discover the Community Structure in Networks. CIARP (2) 2013: 552-559 - [c151]Pablo Sprechmann, Alexander M. Bronstein, Michael M. Bronstein, Guillermo Sapiro:
Learnable low rank sparse models for speech denoising. ICASSP 2013: 136-140 - [c150]Pablo Sprechmann, Alexander M. Bronstein, Jean-Michel Morel, Guillermo Sapiro:
Audio restoration from multiple copies. ICASSP 2013: 878-882 - [c149]Ehsan Elhamifar, Guillermo Sapiro, Allen Y. Yang, S. Shankar Sastry:
A Convex Optimization Framework for Active Learning. ICCV 2013: 209-216 - [c148]Xin Yuan, Jianbo Yang, Patrick Llull, Xuejun Liao, Guillermo Sapiro, David J. Brady, Lawrence Carin:
Adaptive temporal compressive sensing for video. ICIP 2013: 14-18 - [c147]Jianbo Yang, Xin Yuan, Xuejun Liao, Patrick Llull, Guillermo Sapiro, David J. Brady, Lawrence Carin:
Gaussian mixture model for video compressive sensing. ICIP 2013: 19-23 - [c146]Mariano Tepper, Guillermo Sapiro:
Fast L1 smoothing splines with an application to Kinect depth data. ICIP 2013: 504-508 - [c145]Nicholas Walczak, Joshua Fasching, William D. Toczyski, Vassilios Morellas, Guillermo Sapiro, Nikolaos Papanikolopoulos:
Locating occupants in preschool classrooms using a multiple RGB-D sensor system. IROS 2013: 2166-2172 - [c144]Tal Ben Yakar, Roee Litman, Pablo Sprechmann, Alexander M. Bronstein, Guillermo Sapiro:
Bilevel Sparse Models for Polyphonic Music Transcription. ISMIR 2013: 65-70 - [c143]Emily L. Dennis, Liang Zhan, Neda Jahanshad, Bryon A. Mueller, Yan Jin, Christophe Lenglet, Essa Yacoub, Guillermo Sapiro, Kâmil Ugurbil, Noam Harel, Arthur W. Toga, Kelvin O. Lim, Paul M. Thompson:
Rich Club Analysis of Structural Brain Connectivity at 7 Tesla Versus 3 Tesla. CDMRI/MMBC@MICCAI 2013: 209-218 - [c142]Marcelo Fiori, Pablo Sprechmann, Joshua T. Vogelstein, Pablo Musé, Guillermo Sapiro:
Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching. NIPS 2013: 127-135 - [c141]Pablo Sprechmann, Roee Litman, Tal Ben Yakar, Alexander M. Bronstein, Guillermo Sapiro:
Supervised Sparse Analysis and Synthesis Operators. NIPS 2013: 908-916 - [c140]Hasan Ertan Çetingül, Laura Dumont, Mariappan S. Nadar, Paul M. Thompson, Guillermo Sapiro, Christophe Lenglet:
Importance Sampling Spherical Harmonics to Improve Probabilistic Tractography. PRNI 2013: 46-49 - 2012
- [c139]Amir Asiaee T., Mariano Tepper, Arindam Banerjee, Guillermo Sapiro:
If you are happy and you know it... tweet. CIKM 2012: 1602-1606 - [c138]Ehsan Elhamifar, Guillermo Sapiro, René Vidal:
See all by looking at a few: Sparse modeling for finding representative objects. CVPR 2012: 1600-1607 - [c137]Hasan Ertan Çetingül, Mariappan S. Nadar, Paul M. Thompson, Guillermo Sapiro, Christophe Lenglet:
Simultaneous ODF estimation and tractography in HARDI. EMBC 2012: 86-89 - [c136]Pablo Sprechmann, Pablo Cancela, Guillermo Sapiro:
Gaussian mixture models for score-informed instrument separation. ICASSP 2012: 49-52 - [c135]Tomer Michaeli, Yonina C. Eldar, Guillermo Sapiro:
Semi-supervised multi-domain regression with distinct training sets. ICASSP 2012: 2145-2148 - [c134]Ignacio Ramírez, Guillermo Sapiro:
LOw-rank data modeling via the minimum description length principle. ICASSP 2012: 2165-2168 - [c133]Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro:
Adapted statistical compressive sensing: Learning to sense gaussian mixture models. ICASSP 2012: 3653-3656 - [c132]Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Guillermo Sapiro:
A computer vision approach for the assessment of autism-related behavioral markers. ICDL-EPIROB 2012: 1-7 - [c131]Mariano Tepper, Guillermo Sapiro:
Decoupled coarse-to-fine matching and nonlinear regularization for efficient motion estimation. ICIP 2012: 1517-1520 - [c130]Alexander M. Bronstein, Pablo Sprechmann, Guillermo Sapiro:
Learning Efficient Structured Sparse Models. ICML 2012 - [c129]Ravishankar Sivalingam, Anoop Cherian, Joshua Fasching, Nicholas Walczak, Nathaniel D. Bird, Vassilios Morellas, Barbara Murphy, Kathryn Cullen, Kelvin O. Lim, Guillermo Sapiro, Nikolaos Papanikolopoulos:
A multi-sensor visual tracking system for behavior monitoring of at-risk children. ICRA 2012: 1345-1350 - [c128]Alexey Castrodad, Timothy Khuon, Robert Rand, Guillermo Sapiro:
Sparse modeling for hyperspectral imagery with LiDAR data fusion for subpixel mapping. IGARSS 2012: 7275-7278 - [c127]Joshua Fasching, Nicholas Walczak, Ravishankar Sivalingam, Kathryn Cullen, Barbara Murphy, Guillermo Sapiro, Vassilios Morellas, Nikolaos Papanikolopoulos:
Detecting risk-markers in children in a preschool classroom. IROS 2012: 1010-1016 - [c126]Melissa Tong, Yunho Kim, Yunho Zhan, Guillermo Sapiro, Christophe Lenglet, Bryon A. Mueller, Paul M. Thompson, Luminita A. Vese:
A variational model for denoising high angular resolution diffusion imaging. ISBI 2012: 530-533 - [c125]Pablo Sprechmann, Alexander M. Bronstein, Guillermo Sapiro:
Real-time Online Singing Voice Separation from Monaural Recordings Using Robust Low-rank Modeling. ISMIR 2012: 67-72 - [c124]Ehsan Elhamifar, Guillermo Sapiro, René Vidal:
Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery. NIPS 2012: 19-27 - [c123]Marcelo Fiori, Pablo Musé, Guillermo Sapiro:
Topology Constraints in Graphical Models. NIPS 2012: 800-808 - [c122]Tinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guillermo Sapiro:
Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information. SDM 2012: 403-414 - [c121]Nicholas Walczak, Joshua Fasching, William D. Toczyski, Ravishankar Sivalingam, Nathaniel D. Bird, Kathryn Cullen, Vassilios Morellas, Barbara Murphy, Guillermo Sapiro, Nikolaos Papanikolopoulos:
A nonintrusive system for behavioral analysis of children using multiple RGB+depth sensors. WACV 2012: 217-222 - 2011
- [c120]Flavien Léger, Guoshen Yu, Guillermo Sapiro:
Efficient matrix completion with Gaussian models. ICASSP 2011: 1113-1116 - [c119]Ignacio Ramírez, Guillermo Sapiro:
Sparse coding and dictionary learning based on the MDL principle. ICASSP 2011: 2160-2163 - [c118]Guoshen Yu, Guillermo Sapiro:
Statistical compressive sensing of Gaussian mixture models. ICASSP 2011: 3728-3731 - [c117]Pablo Sprechmann, Ignacio Ramírez, Pablo Cancela, Guillermo Sapiro:
Collaborative sources identification in mixed signals via hierarchical sparse modeling. ICASSP 2011: 5816-5819 - [c116]Mingyuan Zhou, Hongxia Yang, Guillermo Sapiro, David B. Dunson, Lawrence Carin:
Covariate-dependent dictionary learning and sparse coding. ICASSP 2011: 5824-5827 - [c115]Leah Bar, Guillermo Sapiro:
Hierarchical invariant sparse modeling for image analysis. ICIP 2011: 2397-2400 - [c114]Bo Chen, Gungor Polatkan, Guillermo Sapiro, David B. Dunson, Lawrence Carin:
The Hierarchical Beta Process for Convolutional Factor Analysis and Deep Learning. ICML 2011: 361-368 - [c113]Lingbo Li, Mingyuan Zhou, Guillermo Sapiro, Lawrence Carin:
On the Integration of Topic Modeling and Dictionary Learning. ICML 2011: 625-632 - [c112]Gautam Prasad, Neda Jahanshad, Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Arthur W. Toga, Paul M. Thompson:
Atlas-based fiber clustering for multi-subject analysis of high angular resolution diffusion imaging tractography. ISBI 2011: 276-280 - [c111]Liang Zhan, Alex D. Leow, Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Essa Yacoub, Noam Harel, Arthur W. Toga, Paul M. Thompson:
Differential information content in staggered multiple shell hardi measured by the tensor distribution function. ISBI 2011: 305-309 - [c110]Emmanuel Caruyer, Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Rachid Deriche:
Online motion detection in high angular resolution diffusion imaging. ISBI 2011: 516-519 - [c109]Yan Jin, Yonggang Shi, Neda Jahanshad, Iman Aganj, Guillermo Sapiro, Arthur W. Toga, Paul M. Thompson:
3D elastic registration improves HARDI-derived fiber alignment and automated tract clustering. ISBI 2011: 822-826 - [c108]Neda Jahanshad, Iman Aganj, Christophe Lenglet, Anand A. Joshi, Yan Jin, Marina Barysheva, Katie McMahon, Greig I. de Zubicaray, Nicholas G. Martin, Margaret J. Wright, Arthur W. Toga, Guillermo Sapiro, Paul M. Thompson:
Sex differences in the human connectome: 4-Tesla high angular resolution diffusion imaging (HARDI) tractography in 234 young adult twins. ISBI 2011: 939-943 - [c107]Mingyuan Zhou, Hongxia Yang, Guillermo Sapiro, David B. Dunson, Lawrence Carin:
Dependent Hierarchical Beta Process for Image Interpolation and Denoising. AISTATS 2011: 883-891 - 2010
- [c106]Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar:
Collaborative hierarchical sparse modeling. CISS 2010: 1-6 - [c105]Ignacio Ramírez, Pablo Sprechmann, Guillermo Sapiro:
Classification and clustering via dictionary learning with structured incoherence and shared features. CVPR 2010: 3501-3508 - [c104]Xue Bai, Jue Wang, Guillermo Sapiro:
Dynamic Color Flow: A Motion-Adaptive Color Model for Object Segmentation in Video. ECCV (5) 2010: 617-630 - [c103]Pablo Sprechmann, Guillermo Sapiro:
Dictionary learning and sparse coding for unsupervised clustering. ICASSP 2010: 2042-2045 - [c102]Leah Bar, Guillermo Sapiro:
Hierarchical dictionary learning for invariant classification. ICASSP 2010: 3578-3581 - [c101]Alexey Castrodad, Zhengming Xing, John B. Greer, Edward Bosch, Lawrence Carin, Guillermo Sapiro:
Discriminative sparse representations in hyperspectral imagery. ICIP 2010: 1313-1316 - [c100]Guoshen Yu, Guillermo Sapiro, Stéphane Mallat:
Image modeling and enhancement via structured sparse model selection. ICIP 2010: 1641-1644 - [c99]John W. Paisley, Mingyuan Zhou, Guillermo Sapiro, Lawrence Carin:
Nonparametric image interpolation and dictionary learning using spatially-dependent Dirichlet and beta process priors. ICIP 2010: 1869-1872 - [c98]Emmanuel Caruyer, Iman Aganj, Ryan L. Muetzel, Christophe Lenglet, Guillermo Sapiro, Rachid Deriche:
Online orientation distribution function reconstruction in constant solid angle and its application to motion detection in HARDI. ISBI 2010: 812-815 - [c97]Iman Aganj, Christophe Lenglet, Guillermo Sapiro:
ODF Maxima Extraction in Spherical Harmonic Representation via Analytical Search Space Reduction. MICCAI (2) 2010: 84-91 - 2009
- [c96]Benedikt Wirth, Leah Bar, Martin Rumpf, Guillermo Sapiro:
Geodesics in Shape Space via Variational Time Discretization. EMMCVPR 2009: 288-302 - [c95]Gabriele Facciolo, Pablo Arias, Vicent Caselles, Guillermo Sapiro:
Exemplar-Based Interpolation of Sparsely Sampled Images. EMMCVPR 2009: 331-344 - [c94]Pablo Arias, Vicent Caselles, Guillermo Sapiro:
A Variational Framework for Non-local Image Inpainting. EMMCVPR 2009: 345-358 - [c93]Diego Rother, Guillermo Sapiro:
Seeing 3D objects in a single 2D image. ICCV 2009: 1819-1826 - [c92]Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman:
Non-local sparse models for image restoration. ICCV 2009: 2272-2279 - [c91]Federico Lecumberry, Alvaro Pardo, Guillermo Sapiro:
Multiple shape models for simultaneous object classification and segmentation. ICIP 2009: 3001-3004 - [c90]Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro:
Online dictionary learning for sparse coding. ICML 2009: 689-696 - [c89]Arthur Szlam, Guillermo Sapiro:
Discriminative k-metrics. ICML 2009: 1009-1016 - [c88]Neda Jahanshad, Agatha D. Lee, Natasha Leporé, Yi-Yu Chou, Caroline C. Brun, Marina Barysheva, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray, Margaret J. Wright, Guillermo Sapiro, Christophe Lenglet, Paul M. Thompson:
Reducing Structural Variation to Determine the Genetics of White Matter Integrity Across Hemispheres - A DTI Study of 100 Twins. ISBI 2009: 819-822 - [c87]Iman Aganj, Christophe Lenglet, Guillermo Sapiro:
ODF Reconstruction in Q-Ball Imaging with Solid Angle Consideration. ISBI 2009: 1398-1401 - [c86]Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Essa Yacoub, Kâmil Ugurbil, Noam Harel:
Multiple Q-Shell ODF Reconstruction in Q-Ball Imaging. MICCAI (1) 2009: 423-431 - [c85]Mingyuan Zhou, Haojun Chen, John W. Paisley, Lu Ren, Guillermo Sapiro, Lawrence Carin:
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations. NIPS 2009: 2295-2303 - 2008
- [c84]Mona Mahmoudi, Guillermo Sapiro:
Three-dimensional point cloud recognition via distributions of geometric distances. CVPR Workshops 2008: 1-8 - [c83]Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman:
Discriminative learned dictionaries for local image analysis. CVPR 2008 - [c82]Diego Rother, Kedar A. Patwardhan, Iman Aganj, Guillermo Sapiro:
3D priors for scene learning from a single view. CVPR Workshops 2008: 1-8 - [c81]Diego Rother, Lance Williams, Guillermo Sapiro:
Super-resolution texturing for online virtual globes. CVPR Workshops 2008: 1-8 - [c80]Leah Bar, Guillermo Sapiro:
Generalized Newton methods for energy formulations in image procesing. ICIP 2008: 809-812 - [c79]Gloria Haro, Christophe Lenglet, Guillermo Sapiro, Paul M. Thompson:
On the non-uniform complexity of brain connectivity. ISBI 2008: 887-890 - [c78]Hstau Y. Liao, Guillermo Sapiro:
Sparse representations for limited data tomography. ISBI 2008: 1375-1378 - [c77]Iman Aganj, Guillermo Sapiro, Neelroop Parikshak, Sarah K. Madsen, Paul M. Thompson:
Segmentation-free measurement of cortical thickness from MRI. ISBI 2008: 1625-1628 - [c76]Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman:
Supervised Dictionary Learning. NIPS 2008: 1033-1040 - 2007
- [c75]Pablo Arias, Gregory Randall, Guillermo Sapiro:
Connecting the Out-of-Sample and Pre-Image Problems in Kernel Methods. CVPR 2007 - [c74]Gloria Haro, Gregory Randall, Guillermo Sapiro:
Regularized Mixed Dimensionality and Density Learning in Computer Vision. CVPR 2007 - [c73]Xue Bai, Guillermo Sapiro:
A Geodesic Framework for Fast Interactive Image and Video Segmentation and Matting. ICCV 2007: 1-8 - [c72]Leah Bar, Benjamin Berkels, Martin Rumpf, Guillermo Sapiro:
A Variational Framework for Simultaneous Motion Estimation and Restoration of Motion-Blurred Video. ICCV 2007: 1-8 - [c71]Diego Rother, Kedar A. Patwardhan, Guillermo Sapiro:
What Can Casual Walkers Tell Us About A 3D Scene? ICCV 2007: 1-8 - [c70]Kedar A. Patwardhan, Guillermo Sapiro, Vassilios Morellas:
A Graph-Based Foreground Representation and its Application in Example Based People Matching in Video. ICIP (5) 2007: 37-40 - [c69]Julien Mairal, Guillermo Sapiro, Michael Elad:
Multiscale Sparse Image Representationwith Learned Dictionaries. ICIP (3) 2007: 105-108 - [c68]Xue Bai, Guillermo Sapiro:
Distancecut: Interactive Segmentation and Matting of Images and Videos. ICIP (2) 2007: 249-252 - [c67]Iman Aganj, Alberto Bartesaghi, Mario Borgnia, Hstau Y. Liao, Guillermo Sapiro, Sriram Subramaniam:
Regularization for Inverting the Radon Transform with Wedge Consideration. ISBI 2007: 217-220 - [c66]Alberto Bartesaghi, Pablo Sprechmann, Gregory Randall, Guillermo Sapiro, Sriram Subramaniam:
Classification, Averaging and Reconstruction of Macromolecules in Electron Tomography. ISBI 2007: 244-247 - [c65]Rajesh Narasimha, Iman Aganj, Mario Borgnia, Guillermo Sapiro, Steven W. McLaughlin, Jacqueline Milne, Sriram Subramaniam:
From Gigabytes to Bytes: Automated Denoising and Feature Identification in Electron Tomograms of Intact Bacterial Cells. ISBI 2007: 304-307 - [c64]Ganesh Sundaramoorthi, Anthony J. Yezzi, Andrea Mennucci, Guillermo Sapiro:
New Possibilities with Sobolev Active Contours. SSVM 2007: 153-164 - 2006
- [c63]Chiu Yen Kao, Michael Hofer, Guillermo Sapiro, Josh Stern, David A. Rottenberg:
A geometric method for automatic extraction of sulcal fundi. ISBI 2006: 1168-1171 - [c62]Gloria Haro, Gregory Randall, Guillermo Sapiro:
Stratification Learning: Detecting Mixed Density and Dimensionality in High Dimensional Point Clouds. NIPS 2006: 553-560 - 2005
- [c61]Kedar A. Patwardhan, Guillermo Sapiro, Marcelo Bertalmío:
Video inpainting of occluding and occluded objects. ICIP (2) 2005: 69-72 - [c60]Alberto Bartesaghi, Guillermo Sapiro:
Tracking of moving objects under severe and total occlusions. ICIP (1) 2005: 301-304 - [c59]Guillermo Sapiro:
Inpainting the colors. ICIP (2) 2005: 698-701 - [c58]David E. Breen, Mike Kirby, Aaron E. Lefohn, Ken Museth, Tobias Preusser, Guillermo Sapiro, Ross T. Whitaker:
Level Set and PDE Methods for Visualization. IEEE Visualization 2005: 125 - 2004
- [c57]Kedar A. Patwardhan, Guillermo Sapiro:
Automatic image decomposition. ICIP 2004: 645-648 - [c56]Liron Yatziv, Guillermo Sapiro, Marc Levoy:
Lightfield completion. ICIP 2004: 1787-1790 - [c55]Alberto Bartesaghi, Guillermo Sapiro, Thomas Malzbender, Dan Gelb:
Non-photorealistic rendering from multiple images. ICIP 2004: 2403-2406 - [c54]Alberto Bartesaghi, Guillermo Sapiro, Stanton Lee, Jon Lefman, Sharon Wahl, Sriram Subramaniam, Jan Orenstein:
A New Approach for 3D Segmentation of Cellular Tomograms Obtained Using Three-Dimensional Electron Microscopy. ISBI 2004: 5-8 - [c53]Facundo Mémoli, Guillermo Sapiro:
Comparing Point Clouds. Symposium on Geometry Processing 2004: 32-40 - [c52]David E. Breen, Ron Fedkiw, Ken Museth, Stanley J. Osher, Guillermo Sapiro, Ross T. Whitaker:
Level set and PDE methods for computer graphics. SIGGRAPH Course Notes 2004: 28 - 2003
- [c51]Marcelo Bertalmío, Luminita A. Vese, Guillermo Sapiro, Stanley J. Osher:
Simultaneous Structure and Texture Image Inpainting. CVPR (2) 2003: 707-712 - [c50]Eric Pichon, Marc Niethammer, Guillermo Sapiro:
Color histogram equalization through mesh deformation. ICIP (2) 2003: 117-120 - [c49]Andres Fco. Solé, Vicent Caselles, Guillermo Sapiro, Francesc Aràndiga:
Morse description and geometric encoding of DEM data. ICIP (2) 2003: 235-238 - [c48]Marcelo Bertalmío, Luminita A. Vese, Guillermo Sapiro, Stanley J. Osher:
Image filling-in in a decomposition space. ICIP (1) 2003: 853-855 - [c47]Kedar A. Patwardhan, Guillermo Sapiro:
Projection based image and video inpainting using wavelets. ICIP (1) 2003: 857-860 - [c46]Joan Verdera, Vicent Caselles, Marcelo Bertalmío, Guillermo Sapiro:
Inpainting surface holes. ICIP (2) 2003: 903-906 - [c45]Monica Hernandez, Alejandro F. Frangi, Guillermo Sapiro:
Three-Dimensional Segmentation of Brain Aneurysms in CTA Using Non-parametric Region-Based Information and Implicit Deformable Models: Method and Evaluation. MICCAI (2) 2003: 594-602 - [c44]Monica Hernandez, Rosario Barrena, Gabriel Hernandez, Guillermo Sapiro, Alejandro F. Frangi:
Pre-clinical evaluation of implicit deformable models for three-dimensional segmentation of brain aneurysms from CTA images. Image Processing 2003 - 2002
- [c43]Shantanu Rane, Jeremiah Remus, Guillermo Sapiro:
Wavelet-domain reconstruction of lost blocks in wireless image transmission and packet-switched networks. ICIP (1) 2002: 309-312 - [c42]Shantanu Rane, Marcelo Bertalmío, Guillermo Sapiro:
Structure and texture filling-in of missing image blocks in wireless transmission and compression. ICIP (1) 2002: 317-320 - [c41]Alvaro Pardo, Guillermo Sapiro:
Visualization of high dynamic range images. ICIP (1) 2002: 633-636 - 2001
- [c40]Marcelo Bertalmío, Andrea L. Bertozzi, Guillermo Sapiro:
Navier-Stokes, Fluid Dynamics, and Image and Video Inpainting. CVPR (1) 2001: 355-362 - [c39]Coloma Ballester, Vicent Caselles, Joan Verdera, Marcelo Bertalmío, Guillermo Sapiro:
A Variational Model for Filling-In Gray Level and Color Images. ICCV 2001: 10-16 - [c38]Santiago Betelú, Guillermo Sapiro, Allen R. Tannenbaum:
Affine Invariant Erosion of 3D Shapes. ICCV 2001: 174-180 - [c37]Steven Haker, Guillermo Sapiro, Allen R. Tannenbaum, Donald Washburn:
Missile tracking using knowledge-based adaptive thresholding. ICIP (1) 2001: 786-789 - 2000
- [c36]Santiago Betelú, Guillermo Sapiro, Allen R. Tannenbaum, Peter J. Giblin:
Noise-Resistant Affine Skeletons of Planar Curves. ECCV (1) 2000: 742-754 - [c35]Do Hyun Chung, Guillermo Sapiro:
Segmenting Skin Lesions with Partial Differential Equations Based Image Processing Algorithms. ICIP 2000: 404-407 - [c34]Hong Shan Neoh, Guillermo Sapiro:
Using Anisotropic Diffusion of Probability Maps for Activity Detection in Block-Design Functional MRI. ICIP 2000: 621-624 - [c33]Bei Tang, Guillermo Sapiro, Vicent Caselles:
Chromaticity Diffusion. ICIP 2000: 784-787 - [c32]Alvaro Pardo, Guillermo Sapiro:
Vector Probability Diffusion. ICIP 2000: 884-887 - [c31]Do Hyun Chung, Guillermo Sapiro:
Segmentation-Free Skeletonization of Gray-Scale Images via PDE's. ICIP 2000: 927-930 - [c30]Marcelo Bertalmío, Guillermo Sapiro, Vicent Caselles, Coloma Ballester:
Image inpainting. SIGGRAPH 2000: 417-424 - 1999
- [c29]Bei Tang, Guillermo Sapiro, Vicent Caselles:
Direction Diffusion. ICCV 1999: 1245-1252 - [c28]Marcelo J. Weinberger, Gadiel Seroussi, Guillermo Sapiro:
From LOCO-I to the JPEG-LS Standard. ICIP (4) 1999: 68-72 - [c27]Vicent Caselles, Guillermo Sapiro, Do Hyun Chung:
Vector Median Filters, Morphology, and PDE's: Theoretical Connections. ICIP (4) 1999: 177-181 - [c26]Marcelo Bertalmío, Guillermo Sapiro, Gregory Randall:
Morphing Active Contours. Scale-Space 1999: 46-57 - [c25]Michael J. Black, Guillermo Sapiro:
Edges as Outliers: Anisotropic Smoothing Using Local Image Statistics. Scale-Space 1999: 259-270 - [c24]Marcelo Bertalmío, Guillermo Sapiro, Gregory Randall:
Region Tracking on Surfaces Deforming via Level-Sets Methods. Scale-Space 1999: 330-338 - [c23]Do Hyun Chung, Guillermo Sapiro:
A Windows-Based User Friendly System for Image Analysis with Partial Differential Equations. Scale-Space 1999: 453-458 - 1998
- [c22]Guillermo Sapiro:
Bilinear Voting. ICCV 1998: 178-186 - [c21]P. C. Teo, Guillermo Sapiro, Brian A. Wandell:
Segmentating Cortical Gray Matter for Functional MRI Visualization. ICCV 1998: 292-297 - [c20]Peter J. Giblin, Guillermo Sapiro:
Affine Invariant Medial Axis and Skew Symmetry. ICCV 1998: 833-838 - [c19]Marcelo Bertalmío, Guillermo Sapiro, Gregory Randall:
Morphing Active Contours: A Geometric Approach to Topology-Independent Image Segmentation and Tracking. ICIP (3) 1998: 318-322 - [c18]Steven Haker, Guillermo Sapiro, Allen R. Tannenbaum:
Knowledge-based Segmentation of SAR Images. ICIP (1) 1998: 597-601 - [c17]Luis Vázquez, Guillermo Sapiro, Gregory Randall:
Segmenting Neurons in Electronic Microscopy via Geometric Tracing. ICIP (3) 1998: 814-818 - 1997
- [c16]Michael J. Black, Guillermo Sapiro, David H. Marimont, David Heeger:
Robust Anisotropic Diffusion and Sharpening of Scalar and Vector Images. ICIP (1) 1997: 263-266 - [c15]Vicent Caselles, Jose Luis Lisani, Jean-Michel Morel, Guillermo Sapiro:
Shape Preserving Local Contrast Enhancement. ICIP (1) 1997: 314-317 - [c14]P. C. Teo, Guillermo Sapiro, Brian A. Wandell:
Anisotropic Smoothing of Posterior Probabilities. ICIP (1) 1997: 675-678 - [c13]Michael J. Black, Guillermo Sapiro, David H. Marimont, David Heeger:
Robust Anisotropic Diffusion: Connections Between Robust Statistics, Line Processing, and Anisotropic Diffusion. Scale-Space 1997: 323-326 - 1996
- [c12]Peter J. Olver, Guillermo Sapiro, Allen R. Tannenbaum:
Affine Invariant Detection: Edges, Active Contours, and Segments. CVPR 1996: 520-525 - [c11]Guillermo Sapiro:
Vector-Valued Active Contours. CVPR 1996: 680-685 - [c10]Marcelo J. Weinberger, Gadiel Seroussi, Guillermo Sapiro:
Loco-I: A Low Complexity, Context-Based, Lossless Image Compression Algorithm. Data Compression Conference 1996: 140-149 - [c9]Vicent Caselles, Ron Kimmel, Guillermo Sapiro, Catalina Sbert:
Three Dimensional Object Modeling via Minimal Surfaces. ECCV (1) 1996: 97-106 - [c8]Guillermo Sapiro, Dario L. Ringach:
Anisotropic diffusion of color images. Human Vision and Electronic Imaging 1996: 471-482 - [c7]Guillermo Sapiro:
From active contours to anisotropic diffusion: connections between basic PDE's in image processing. ICIP (1) 1996: 477-480 - [c6]Guillermo Sapiro:
Vector (self) snakes: a geometric framework for color, texture, and multiscale image segmentation. ICIP (1) 1996: 817-820 - 1995
- [c5]Vicent Caselles, Ron Kimmel, Guillermo Sapiro:
Geodesic Active Contours. ICCV 1995: 694-699 - [c4]Guillermo Sapiro:
Geometric partial differential equations in image analysis: past, present, and future. ICIP (3) 1995: 1-4 - [c3]Guillermo Sapiro, Vicent Caselles:
Histogram modification via partial differential equations. ICIP (3) 1995: 632-635 - 1994
- [c2]Guillermo Sapiro, Allen R. Tannenbaum:
Area and Lenght Preserving Geometric Invariant Scale-Spaces. ECCV (2) 1994: 449-458 - [c1]Guillermo Sapiro, Allen R. Tannenbaum, Yu-Li You, Mostafa Kaveh:
Experiments on Geometric Image Enhancement. ICIP (2) 1994: 472-476
Parts in Books or Collections
- 2016
- [p5]Jonathan Pokrass, Alexander M. Bronstein, Michael M. Bronstein, Pablo Sprechmann, Guillermo Sapiro:
Sparse Models for Intrinsic Shape Correspondence. Perspectives in Shape Analysis 2016: 211-230 - 2012
- [p4]Alexey Castrodad, Ignacio Ramírez, Guillermo Sapiro, Pablo Sprechmann, Guoshen Yu:
Second-generation sparse modeling: structured and collaborative signal analysis. Compressed Sensing 2012: 65-87 - 2006
- [p3]Marcelo Bertalmío, Vicent Caselles, Gloria Haro, Guillermo Sapiro:
PDE-Based Image and Surface Inpainting. Handbook of Mathematical Models in Computer Vision 2006: 33-61 - [p2]Facundo Mémoli, Guillermo Sapiro:
Computing with Point Cloud Data. Statistics and Analysis of Shapes 2006: 201-229 - 1994
- [p1]Peter J. Olver, Guillermo Sapiro, Allen R. Tannenbaum:
Differential Invariant Signatures and Flows in Computer Vision: A Symmetry Group Approach. Geometry-Driven Diffusion in Computer Vision 1994: 255-306
Reference Works
- 2014
- [r2]Guoshen Yu, Guillermo Sapiro:
Image Enhancement and Restoration. Computer Vision, A Reference Guide 2014: 376-379 - [r1]Marcelo Bertalmío, Vicent Caselles, Simon Masnou, Guillermo Sapiro:
Inpainting. Computer Vision, A Reference Guide 2014: 401-416
Informal and Other Publications
- 2024
- [i92]Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues:
Federated Fairness without Access to Sensitive Groups. CoRR abs/2402.14929 (2024) - [i91]Young-Kyung Kim, J. Matías Di Martino, Guillermo Sapiro:
Vision Transformers with Natural Language Semantics. CoRR abs/2402.17863 (2024) - [i90]Antoine Wehenkel, Juan L. Gamella, Ozan Sener, Jens Behrmann, Guillermo Sapiro, Marco Cuturi, Jörn-Henrik Jacobsen:
Addressing Misspecification in Simulation-based Inference through Data-driven Calibration. CoRR abs/2405.08719 (2024) - [i89]Jing Xiong, Gongye Liu, Lun Huang, Chengyue Wu, Taiqiang Wu, Yao Mu, Yuan Yao, Hui Shen, Zhongwei Wan, Jinfa Huang, Chaofan Tao, Shen Yan, Huaxiu Yao, Lingpeng Kong, Hongxia Yang, Mi Zhang, Guillermo Sapiro, Jiebo Luo, Ping Luo, Ngai Wong:
Autoregressive Models in Vision: A Survey. CoRR abs/2411.05902 (2024) - [i88]Laura Manduchi, Antoine Wehenkel, Jens Behrmann, Luca Pegolotti, Andy C. Miller, Ozan Sener, Marco Cuturi, Guillermo Sapiro, Jörn-Henrik Jacobsen:
Leveraging Cardiovascular Simulations for In-Vivo Prediction of Cardiac Biomarkers. CoRR abs/2412.17542 (2024) - 2023
- [i87]Antoine Wehenkel, Jens Behrmann, Andrew C. Miller, Guillermo Sapiro, Ozan Sener, Marco Cuturi, Jörn-Henrik Jacobsen:
Simulation-based Inference for Cardiovascular Models. CoRR abs/2307.13918 (2023) - 2022
- [i86]Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues:
Minimax Demographic Group Fairness in Federated Learning. CoRR abs/2201.08304 (2022) - [i85]Shiwen Zhao, Charles Crissman, Guillermo R. Sapiro:
Consistent Collaborative Filtering via Tensor Decomposition. CoRR abs/2201.11936 (2022) - [i84]Antoine Wehenkel, Jens Behrmann, Hsiang Hsu, Guillermo Sapiro, Gilles Louppe, Jörn-Henrik Jacobsen:
Robust Hybrid Learning With Expert Augmentation. CoRR abs/2202.03881 (2022) - 2021
- [i83]Chenfei Wu, Lun Huang, Qianxi Zhang, Binyang Li, Lei Ji, Fan Yang, Guillermo Sapiro, Nan Duan:
GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions. CoRR abs/2104.14806 (2021) - [i82]Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues:
Federating for Learning Group Fair Models. CoRR abs/2110.01999 (2021) - [i81]William E. Carson IV, Dmitry Yu. Isaev, Samantha Major, Guillermo Sapiro, Geraldine Dawson, David E. Carlson:
Adversarial Factor Models for the Generation of Improved Autism Diagnostic Biomarkers. CoRR abs/2111.15347 (2021) - [i80]Martín Bertrán, Natalia Martínez, Alex Oesterling, Guillermo Sapiro:
Distributionally Robust Group Backwards Compatibility. CoRR abs/2112.10290 (2021) - 2020
- [i79]J. Matías Di Martino, Fernando Suzacq, Mauricio Delbracio, Qiang Qiu, Guillermo Sapiro:
Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method. CoRR abs/2004.03385 (2020) - [i78]Raphaël Achddou, J. Matías Di Martino, Guillermo Sapiro:
Nested Learning For Multi-Granular Tasks. CoRR abs/2007.06402 (2020) - [i77]Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu:
ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution. CoRR abs/2009.02386 (2020) - [i76]Martín Bertrán, Natalia Martínez, Mariano Phielipp, Guillermo Sapiro:
Instance based Generalization in Reinforcement Learning. CoRR abs/2011.01089 (2020) - [i75]Natalia Martínez, Martín Bertrán, Guillermo Sapiro:
Minimax Pareto Fairness: A Multi Objective Perspective. CoRR abs/2011.01821 (2020) - [i74]Haoyu Dong, Ze Wang, Qiang Qiu, Guillermo Sapiro:
Using Text to Teach Image Retrieval. CoRR abs/2011.09928 (2020) - [i73]Ze Wang, Sihao Ding, Ying Li, Jonas Fenn, Sohini Roychowdhury, Andreas Wallin, Lane Martin, Scott Ryvola, Guillermo Sapiro, Qiang Qiu:
Cirrus: A Long-range Bi-pattern LiDAR Dataset. CoRR abs/2012.02938 (2020) - 2019
- [i72]Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Hau-Tieng Wu:
Non-contact photoplethysmogram and instantaneous heart rate estimation from infrared face video. CoRR abs/1902.05194 (2019) - [i71]Reuben R. Shamir, Yuval Duchin, Jinyoung Kim, Guillermo Sapiro, Noam Harel:
Continuous Dice Coefficient: a Method for Evaluating Probabilistic Segmentations. CoRR abs/1906.11031 (2019) - [i70]Gilad Cohen, Guillermo Sapiro, Raja Giryes:
Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors. CoRR abs/1909.06872 (2019) - [i69]Wei Zhu, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro, Xiuyuan Cheng:
Scale-Equivariant Neural Networks with Decomposed Convolutional Filters. CoRR abs/1909.11193 (2019) - [i68]Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu:
Domain-invariant Learning using Adaptive Filter Decomposition. CoRR abs/1909.11285 (2019) - [i67]Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu:
Stochastic Conditional Generative Networks with Basis Decomposition. CoRR abs/1909.11286 (2019) - [i66]Ze Wang, Sihao Ding, Ying Li, Minming Zhao, Sohini Roychowdhury, Andreas Wallin, Guillermo Sapiro, Qiang Qiu:
Range Adaptation for 3D Object Detection in LiDAR. CoRR abs/1909.12249 (2019) - [i65]Zhuoqing Chang, J. Matías Di Martino, Qiang Qiu, Steven Espinosa, Guillermo Sapiro:
SalGaze: Personalizing Gaze Estimation Using Visual Saliency. CoRR abs/1910.10603 (2019) - [i64]Natalia Martínez, Martín Bertrán, Guillermo Sapiro:
Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare. CoRR abs/1911.06935 (2019) - 2018
- [i63]Qiang Qiu, Xiuyuan Cheng, A. Robert Calderbank, Guillermo Sapiro:
DCFNet: Deep Neural Network with Decomposed Convolutional Filters. CoRR abs/1802.04145 (2018) - [i62]Albert Gong, Qiang Qiu, Guillermo Sapiro:
Virtual CNN Branching: Efficient Feature Ensemble for Person Re-Identification. CoRR abs/1803.05872 (2018) - [i61]J. Matías Di Martino, Qiang Qiu, Trishul Nagenalli, Guillermo Sapiro:
Liveness Detection Using Implicit 3D Features. CoRR abs/1804.06702 (2018) - [i60]Gilad Cohen, Guillermo Sapiro, Raja Giryes:
DNN or k-NN: That is the Generalize vs. Memorize Question. CoRR abs/1805.06822 (2018) - [i59]Xiuyuan Cheng, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro:
RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks. CoRR abs/1805.06846 (2018) - [i58]Wei Zhu, Qiang Qiu, Bao Wang, Jianfeng Lu, Guillermo Sapiro, Ingrid Daubechies:
Stop memorizing: A data-dependent regularization framework for intrinsic pattern learning. CoRR abs/1805.07291 (2018) - [i57]Martín Bertrán, Natalia Martínez, Afroditi Papadaki, Qiang Qiu, Miguel R. D. Rodrigues, Guillermo Sapiro:
Learning to Collaborate for User-Controlled Privacy. CoRR abs/1805.07410 (2018) - 2017
- [i56]Jure Sokolic, Qiang Qiu, Miguel R. D. Rodrigues, Guillermo Sapiro:
Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems. CoRR abs/1705.08197 (2017) - [i55]Wei Zhu, Qiang Qiu, Jiaji Huang, A. Robert Calderbank, Guillermo Sapiro, Ingrid Daubechies:
LDMNet: Low Dimensional Manifold Regularized Neural Networks. CoRR abs/1711.06246 (2017) - [i54]Qiang Qiu, José Lezama, Alexander M. Bronstein, Guillermo Sapiro:
ForestHash: Semantic Hashing With Shallow Random Forests and Tiny Convolutional Networks. CoRR abs/1711.08364 (2017) - [i53]José Lezama, Qiang Qiu, Pablo Musé, Guillermo Sapiro:
OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning. CoRR abs/1712.01727 (2017) - 2016
- [i52]Cecilia Aguerrebere, Mauricio Delbracio, Alberto Bartesaghi, Guillermo Sapiro:
Fundamental Limits in Multi-image Alignment. CoRR abs/1602.01541 (2016) - [i51]Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues:
Margin Preservation of Deep Neural Networks. CoRR abs/1605.08254 (2016) - [i50]Raja Giryes, Yonina C. Eldar, Alexander M. Bronstein, Guillermo Sapiro:
Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems. CoRR abs/1605.09232 (2016) - [i49]Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues:
Generalization Error of Invariant Classifiers. CoRR abs/1610.04574 (2016) - [i48]Mariano Tepper, Guillermo Sapiro:
Fast L1-NMF for Multiple Parametric Model Estimation. CoRR abs/1610.05712 (2016) - [i47]Mariano Tepper, Guillermo Sapiro:
Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting. CoRR abs/1611.01408 (2016) - [i46]Anish K. Simhal, Cecilia Aguerrebere, Forrest Collman, Joshua T. Vogelstein, Kristina D. Micheva, Richard J. Weinberg, Stephen J. Smith, Guillermo Sapiro:
Probabilistic Fluorescence-Based Synapse Detection. CoRR abs/1611.05479 (2016) - [i45]José Lezama, Qiang Qiu, Guillermo Sapiro:
Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-spectral Hallucination and Low-rank Embedding. CoRR abs/1611.06638 (2016) - [i44]Qixiang Ye, Tianliang Zhang, Qiang Qiu, Baochang Zhang, Jie Chen, Guillermo Sapiro:
Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model. CoRR abs/1611.07544 (2016) - [i43]Shuochen Su, Mauricio Delbracio, Jue Wang, Guillermo Sapiro, Wolfgang Heidrich, Oliver Wang:
Deep Video Deblurring. CoRR abs/1611.08387 (2016) - 2015
- [i42]Raja Giryes, Guillermo Sapiro, Alexander M. Bronstein:
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? CoRR abs/1504.08291 (2015) - [i41]Mauricio Delbracio, Guillermo Sapiro:
Removing Camera Shake via Weighted Fourier Burst Accumulation. CoRR abs/1505.02731 (2015) - [i40]Mariano Tepper, Guillermo Sapiro:
Compressed Nonnegative Matrix Factorization is Fast and Accurate. CoRR abs/1505.04650 (2015) - [i39]Mauricio Delbracio, Guillermo Sapiro:
Hand-held Video Deblurring via Efficient Fourier Aggregation. CoRR abs/1509.05251 (2015) - [i38]Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro:
Geometry-aware Deep Transform. CoRR abs/1509.05360 (2015) - [i37]Mariano Tepper, Guillermo Sapiro:
A short-graph Fourier transform via personalized PageRank vectors. CoRR abs/1510.02700 (2015) - 2014
- [i36]Xin Yuan, Patrick Llull, Xuejun Liao, Jianbo Yang, Guillermo Sapiro, David J. Brady, Lawrence Carin:
Low-Cost Compressive Sensing for Color Video and Depth. CoRR abs/1402.6932 (2014) - [i35]Mariano Tepper, Guillermo Sapiro:
A Bi-clustering Framework for Consensus Problems. CoRR abs/1405.6159 (2014) - [i34]Ehsan Elhamifar, Guillermo Sapiro, S. Shankar Sastry:
Dissimilarity-based Sparse Subset Selection. CoRR abs/1407.6810 (2014) - [i33]Marcelo Fiori, Guillermo Sapiro:
On spectral properties for graph matching and graph isomorphism problems. CoRR abs/1409.6806 (2014) - 2013
- [i32]Patrick Llull, Xuejun Liao, Xin Yuan, Jianbo Yang, David S. Kittle, Lawrence Carin, Guillermo Sapiro, David J. Brady:
Coded aperture compressive temporal imaging. CoRR abs/1302.2575 (2013) - [i31]Xin Yuan, Jianbo Yang, Patrick Llull, Xuejun Liao, Guillermo Sapiro, David J. Brady, Lawrence Carin:
Adaptive Temporal Compressive Sensing for Video. CoRR abs/1302.3446 (2013) - [i30]Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Alexandre X. Falcão, Guillermo Sapiro:
Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies. CoRR abs/1305.6918 (2013) - [i29]Qiang Qiu, Guillermo Sapiro:
Learning Robust Subspace Clustering. CoRR abs/1308.0273 (2013) - [i28]Qiang Qiu, Guillermo Sapiro, Ching-Hui Chen:
Domain-invariant Face Recognition using Learned Low-rank Transformation. CoRR abs/1308.0275 (2013) - [i27]Qiang Qiu, Guillermo Sapiro:
Learning Transformations for Clustering and Classification. CoRR abs/1309.2074 (2013) - [i26]Marcelo Fiori, Pablo Sprechmann, Joshua T. Vogelstein, Pablo Musé, Guillermo Sapiro:
Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching. CoRR abs/1311.6425 (2013) - 2012
- [i25]Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro:
Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models. CoRR abs/1201.5404 (2012) - [i24]Tomer Michaeli, Yonina C. Eldar, Guillermo Sapiro:
Semi-Supervised Single- and Multi-Domain Regression with Multi-Domain Training. CoRR abs/1203.4422 (2012) - [i23]Alexander M. Bronstein, Pablo Sprechmann, Guillermo Sapiro:
Learning Efficient Structured Sparse Models. CoRR abs/1206.4649 (2012) - [i22]Mariano Tepper, Guillermo Sapiro:
L1 Splines for Robust, Simple, and Fast Smoothing of Grid Data. CoRR abs/1208.2292 (2012) - [i21]Zhongwei Tang, Alexey Castrodad, Mariano Tepper, Guillermo Sapiro:
Are You Imitating Me? Unsupervised Sparse Modeling for Group Activity Analysis from a Single Video. CoRR abs/1208.5451 (2012) - [i20]Pablo Sprechmann, Alexander M. Bronstein, Guillermo Sapiro:
Learning Robust Low-Rank Representations. CoRR abs/1209.6393 (2012) - [i19]Marcelo Fiori, Pablo Musé, Guillermo Sapiro:
A Complete System for Candidate Polyps Detection in Virtual Colonoscopy. CoRR abs/1209.6525 (2012) - [i18]Jonathan Pokrass, Alexander M. Bronstein, Michael M. Bronstein, Pablo Sprechmann, Guillermo Sapiro:
Sparse Modeling of Intrinsic Correspondences. CoRR abs/1209.6560 (2012) - [i17]Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Guillermo Sapiro:
Computer vision tools for the non-invasive assessment of autism-related behavioral markers. CoRR abs/1210.7014 (2012) - [i16]Pablo Sprechmann, Alexander M. Bronstein, Guillermo Sapiro:
Learning efficient sparse and low rank models. CoRR abs/1212.3631 (2012) - 2011
- [i15]Guoshen Yu, Guillermo Sapiro:
Statistical Compressed Sensing of Gaussian Mixture Models. CoRR abs/1101.5785 (2011) - [i14]Jorge G. Silva, Minhua Chen, Yonina C. Eldar, Guillermo Sapiro, Lawrence Carin:
Blind Compressed Sensing Over a Structured Union of Subspaces. CoRR abs/1103.2469 (2011) - [i13]Ignacio Ramírez, Guillermo Sapiro:
Low-rank data modeling via the Minimum Description Length principle. CoRR abs/1109.6297 (2011) - [i12]Ignacio Ramírez, Guillermo Sapiro:
An MDL framework for sparse coding and dictionary learning. CoRR abs/1110.2436 (2011) - [i11]Julio Martin Duarte-Carvajalino, Guillermo Sapiro, Guoshen Yu, Lawrence Carin:
Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models. CoRR abs/1112.5895 (2011) - 2010
- [i10]Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar:
Collaborative Hierarchical Sparse Modeling. CoRR abs/1003.0400 (2010) - [i9]Ignacio Ramírez, Guillermo Sapiro:
Universal Sparse Modeling. CoRR abs/1003.2941 (2010) - [i8]Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar:
C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework. CoRR abs/1006.1346 (2010) - [i7]Guoshen Yu, Guillermo Sapiro, Stéphane Mallat:
Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity. CoRR abs/1006.3056 (2010) - [i6]Flavien Léger, Guoshen Yu, Guillermo Sapiro:
Efficient Matrix Completion with Gaussian Models. CoRR abs/1010.4050 (2010) - [i5]Guoshen Yu, Guillermo Sapiro:
Statistical Compressive Sensing of Gaussian Mixture Models. CoRR abs/1010.4314 (2010) - [i4]Ignacio Ramírez, Guillermo Sapiro:
Sparse coding and dictionary learning based on the MDL principle. CoRR abs/1010.4751 (2010) - [i3]Pablo Sprechmann, Ignacio Ramírez, Pablo Cancela, Guillermo Sapiro:
Collaborative Sources Identification in Mixed Signals via Hierarchical Sparse Modeling. CoRR abs/1010.4893 (2010) - 2009
- [i2]Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro:
Online Learning for Matrix Factorization and Sparse Coding. CoRR abs/0908.0050 (2009) - 2008
- [i1]Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman:
Supervised Dictionary Learning. CoRR abs/0809.3083 (2008)
Coauthor Index
Alexander M. Bronstein
aka: Alex M. Bronstein
aka: Alex M. Bronstein
Matías Di Martino
aka: J. Matías Di Martino
aka: J. Matías Di Martino
[j141] [j140] [j138] [j137] [j134] [j131] [j127] [j124] [j123] [j119] [c220] [c215] [c212] [c209] [c205] [c204] [c203] [c201] [c200] [c198] [c197] [c196] [c194] [c192] [c188] [c187] [c186] [c185] [c183] [c180] [c176] [c175] [c173] [c172] [c167] [c165] [c164] [c158] [c157] [c155] [i79] [i77] [i74] [i73] [i69] [i68] [i67] [i66] [i65] [i63] [i62] [i61] [i59] [i58] [i57] [i56] [i55] [i54] [i53] [i45] [i44] [i38] [i29] [i28] [i27]
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