Affine invariant scale-space. - Guillermo Sapiro; Allen R. Tannenbaum (Int. J. Comput. Vis., 1993)

Implementing continuous-scale morphology via curve evolution. - Guillermo Sapiro; Ron Kimmel; Doron Shaked; Benjamin B. Kimia; Alfred M. Bruckstein (Pattern Recognit., 1993)

Area and Lenght Preserving Geometric Invariant Scale-Spaces. - Guillermo Sapiro; Allen R. Tannenbaum (ECCV (2), 1994)

Experiments on Geometric Image Enhancement. - Guillermo Sapiro; Allen R. Tannenbaum; Yu-Li You; Mostafa Kaveh (ICIP (2), 1994)

Morphological Image Coding Based on a Geometric Sampling Theorem and a Modified Skeleton Representation. - Guillermo Sapiro; David Malah (J. Vis. Commun. Image Represent., 1994)

Differential Invariant Signatures and Flows in Computer Vision: A Symmetry Group Approach. - Peter J. Olver; Guillermo Sapiro; Allen R. Tannenbaum (Geometry-Driven Diffusion in Computer Vision, 1994)

Geometric partial differential equations in image analysis: past, present, and future. - Guillermo Sapiro (ICIP (3), 1995)

Histogram modification via partial differential equations. - Guillermo Sapiro; Vicent Caselles (ICIP (3), 1995)

Evolutions of Planar Polygons. - Alfred M. Bruckstein; Guillermo Sapiro; Doron Shaked (Int. J. Pattern Recognit. Artif. Intell., 1995)

Area and Length Preserving Geometric Invariant Scale-Spaces. - Guillermo Sapiro; Allen R. Tannenbaum (IEEE Trans. Pattern Anal. Mach. Intell., 1995)

Affine Invariant Detection: Edges, Active Contours, and Segments. - Peter J. Olver; Guillermo Sapiro; Allen R. Tannenbaum (CVPR, 1996)

Vector-Valued Active Contours. - Guillermo Sapiro (CVPR, 1996)

Loco-I: A Low Complexity, Context-Based, Lossless Image Compression Algorithm. - Marcelo J. Weinberger; Gadiel Seroussi; Guillermo Sapiro (Data Compression Conference, 1996)

Three Dimensional Object Modeling via Minimal Surfaces. - Vicent Caselles; Ron Kimmel; Guillermo Sapiro; Catalina Sbert (ECCV (1), 1996)

Anisotropic diffusion of color images. - Guillermo Sapiro; Dario L. Ringach (Human Vision and Electronic Imaging, 1996)

From active contours to anisotropic diffusion: connections between basic PDE's in image processing. - Guillermo Sapiro (ICIP (1), 1996)

Vector (self) snakes: a geometric framework for color, texture, and multiscale image segmentation. - Guillermo Sapiro (ICIP (1), 1996)

Anisotropic diffusion of multivalued images with applications to color filtering. - Guillermo Sapiro; Dario L. Ringach (IEEE Trans. Image Process., 1996)

Robust Anisotropic Diffusion and Sharpening of Scalar and Vector Images. - Michael J. Black; Guillermo Sapiro; David H. Marimont; David Heeger (ICIP (1), 1997)

Shape Preserving Local Contrast Enhancement. - Vicent Caselles; Jose Luis Lisani; Jean-Michel Morel; Guillermo Sapiro (ICIP (1), 1997)

Anisotropic Smoothing of Posterior Probabilities. - P. C. Teo; Guillermo Sapiro; Brian A. Wandell (ICIP (1), 1997)

Robust Anisotropic Diffusion: Connections Between Robust Statistics, Line Processing, and Anisotropic Diffusion. - Michael J. Black; Guillermo Sapiro; David H. Marimont; David Heeger (Scale-Space, 1997)

Contrast Enhancement via Image Evolution Flow. - Guillermo Sapiro; Vicent Caselles (CVGIP Graph. Model. Image Process., 1997)

Color Snakes. - Guillermo Sapiro (Comput. Vis. Image Underst., 1997)

Geodesic Active Contours. - Vicent Caselles; Ron Kimmel; Guillermo Sapiro (Int. J. Comput. Vis., 1997)

A Subdivision Scheme for Continuous-Scale B-Splines and Affine-Invariant Progressive Smoothing. - Guillermo Sapiro; Albert Cohen 002; Alfred M. Bruckstein (J. Math. Imaging Vis., 1997)

Minimal Surfaces Based Object Segmentation. - Vicent Caselles; Ron Kimmel; Guillermo Sapiro; Catalina Sbert (IEEE Trans. Pattern Anal. Mach. Intell., 1997)

Invariant Geometric Evolutions of Surfaces and Volumetric Smoothing. - Allen R. Tannenbaum; Guillermo Sapiro; Peter J. Olver (SIAM J. Appl. Math., 1997)

Creating Connected Representations of Cortical Gray Matter for Functional MRI Visualization. - P. C. Teo; Guillermo Sapiro; Brian A. Wandell (IEEE Trans. Medical Imaging, 1997)

Affine Invariant Medial Axis and Skew Symmetry. - Peter J. Giblin; Guillermo Sapiro (ICCV, 1998)

Bilinear Voting. - Guillermo Sapiro (ICCV, 1998)

Segmentating Cortical Gray Matter for Functional MRI Visualization. - P. C. Teo; Guillermo Sapiro; Brian A. Wandell (ICCV, 1998)

Morphing Active Contours: A Geometric Approach to Topology-Independent Image Segmentation and Tracking. - Marcelo Bertalmío; Guillermo Sapiro; Gregory Randall (ICIP (3), 1998)

Knowledge-based Segmentation of SAR Images. - Steven Haker; Guillermo Sapiro; Allen R. Tannenbaum (ICIP (1), 1998)

Segmenting Neurons in Electronic Microscopy via Geometric Tracing. - Luis Vázquez; Guillermo Sapiro; Gregory Randall (ICIP (3), 1998)

Robust anisotropic diffusion. - Michael J. Black; Guillermo Sapiro; David H. Marimont; David Heeger (IEEE Trans. Image Process., 1998)

Direction Diffusion. - Bei Tang; Guillermo Sapiro; Vicent Caselles (ICCV, 1999)

Vector Median Filters, Morphology, and PDE's: Theoretical Connections. - Vicent Caselles; Guillermo Sapiro; Do Hyun Chung (ICIP (4), 1999)

From LOCO-I to the JPEG-LS Standard. - Marcelo J. Weinberger; Gadiel Seroussi; Guillermo Sapiro (ICIP (4), 1999)

Region Tracking on Surfaces Deforming via Level-Sets Methods. - Marcelo Bertalmío; Guillermo Sapiro; Gregory Randall (Scale-Space, 1999)

Edges as Outliers: Anisotropic Smoothing Using Local Image Statistics. - Michael J. Black; Guillermo Sapiro (Scale-Space, 1999)

A Windows-Based User Friendly System for Image Analysis with Partial Differential Equations. - Do Hyun Chung; Guillermo Sapiro (Scale-Space, 1999)

Color and Illuminant Voting. - Guillermo Sapiro (IEEE Trans. Pattern Anal. Mach. Intell., 1999)

Shape preserving local histogram modification. - Vicent Caselles; Jose Luis Lisani; Jean-Michel Morel; Guillermo Sapiro (IEEE Trans. Image Process., 1999)

Region Tracking on Level-Sets Methods. - Marcelo Bertalmío; Guillermo Sapiro; Gregory Randall (IEEE Trans. Medical Imaging, 1999)

Noise-Resistant Affine Skeletons of Planar Curves. - Santiago Betelú; Guillermo Sapiro; Allen R. Tannenbaum; Peter J. Giblin (ECCV (1), 2000)

Segmentation-Free Skeletonization of Gray-Scale Images via PDE's. - Do Hyun Chung; Guillermo Sapiro (ICIP, 2000)

Segmenting Skin Lesions with Partial Differential Equations Based Image Processing Algorithms. - Do Hyun Chung; Guillermo Sapiro (ICIP, 2000)

Using Anisotropic Diffusion of Probability Maps for Activity Detection in Block-Design Functional MRI. - Hong Shan Neoh; Guillermo Sapiro (ICIP, 2000)

Chromaticity Diffusion. - Bei Tang; Guillermo Sapiro; Vicent Caselles (ICIP, 2000)

Image inpainting. - Marcelo Bertalmío; Guillermo Sapiro; Vicent Caselles; Coloma Ballester (SIGGRAPH, 2000)

Diffusion of General Data on Non-Flat Manifolds via Harmonic Maps Theory: The Direction Diffusion Case. - Bei Tang; Guillermo Sapiro; Vicent Caselles (Int. J. Comput. Vis., 2000)

Vector Median Filters, Inf-Sup Operations, and Coupled PDE's: Theoretical Connections. - Vicent Caselles; Guillermo Sapiro; Do Hyun Chung (J. Math. Imaging Vis., 2000)

Special Issue on the Second International Conference on Scale Space Theory in Computer Vision: Guest Editors' Comments. - Olivier D. Faugeras; Mads Nielsen; Pietro Perona; Bart M. ter Haar Romeny; Guillermo Sapiro (J. Vis. Commun. Image Represent., 2000)

Call for Papers: Special Issue on Partial Differential Equations in Image Processing, Computer Vision, and Computer Graphics. - Olivier D. Faugeras; Pietro Perona; Guillermo Sapiro (J. Vis. Commun. Image Represent., 2000)

Morphing Active Contours. - Marcelo Bertalmío; Guillermo Sapiro; Gregory Randall (IEEE Trans. Pattern Anal. Mach. Intell., 2000)

On the level lines and geometry of vector-valued images. - Do Hyun Chung; Guillermo Sapiro (IEEE Signal Process. Lett., 2000)

Knowledge-based segmentation of SAR data with learned priors. - Steven Haker; Guillermo Sapiro; Allen R. Tannenbaum (IEEE Trans. Image Process., 2000)

The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS. - Marcelo J. Weinberger; Gadiel Seroussi; Guillermo Sapiro (IEEE Trans. Image Process., 2000)

Conformal Surface Parameterization for Texture Mapping. - Steven Haker; Sigurd B. Angenent; Allen R. Tannenbaum; Ron Kikinis; Guillermo Sapiro; Michael Halle (IEEE Trans. Vis. Comput. Graph., 2000)

Navier-Stokes, Fluid Dynamics, and Image and Video Inpainting. - Marcelo Bertalmío; Andrea L. Bertozzi; Guillermo Sapiro (CVPR (1), 2001)

A Variational Model for Filling-In Gray Level and Color Images. - Coloma Ballester; Vicent Caselles; Joan Verdera; Marcelo Bertalmío; Guillermo Sapiro (ICCV, 2001)

Affine Invariant Erosion of 3D Shapes. - Santiago Betelú; Guillermo Sapiro; Allen R. Tannenbaum (ICCV, 2001)

Missile tracking using knowledge-based adaptive thresholding. - Steven Haker; Guillermo Sapiro; Allen R. Tannenbaum; Donald Washburn (ICIP (1), 2001)

Crease Enhancement Diffusion. - Andres Fco. Solé; Antonio M. López 001; Guillermo Sapiro (Comput. Vis. Image Underst., 2001)

On the computation of the affine skeletons of planar curves and the detection of skew symmetry. - Santiago Betelú; Guillermo Sapiro; Allen R. Tannenbaum; Peter J. Giblin (Pattern Recognit., 2001)

Vector probability diffusion. - Alvaro Pardo; Guillermo Sapiro (IEEE Signal Process. Lett., 2001)

Evaluation of JPEG-LS, the new lossless and controlled-lossy still image compression standard, for compression of high-resolution elevation data. - Shantanu Rane; Guillermo Sapiro (IEEE Trans. Geosci. Remote. Sens., 2001)

Filling-in by joint interpolation of vector fields and gray levels. - Coloma Ballester; Marcelo Bertalmío; Vicent Caselles; Guillermo Sapiro; Joan Verdera (IEEE Trans. Image Process., 2001)

Color image enhancement via chromaticity diffusion. - Bei Tang; Guillermo Sapiro; Vicent Caselles (IEEE Trans. Image Process., 2001)

Anisotropic 2D and 3D Averaging of fMRI Signals. - Andres Fco. Solé; Shing-Chung Ngan; Guillermo Sapiro; Xiaoping Hu 001; Antonio M. López 001 (IEEE Trans. Medical Imaging, 2001)

Structure and texture filling-in of missing image blocks in wireless transmission and compression. - Shantanu Rane; Marcelo Bertalmío; Guillermo Sapiro (ICIP (1), 2002)

Wavelet-domain reconstruction of lost blocks in wireless image transmission and packet-switched networks. - Shantanu Rane; Jeremiah Remus; Guillermo Sapiro (ICIP (1), 2002)

Special Issue on Partial Differential Equations in Image Processing, Computer Vision, and Computer Graphics. - Olivier D. Faugeras; Pietro Perona; Guillermo Sapiro (J. Vis. Commun. Image Represent., 2002)

Image filling-in in a decomposition space. - Marcelo Bertalmío; Luminita A. Vese; Guillermo Sapiro; Stanley J. Osher (ICIP (1), 2003)

Projection based image and video inpainting using wavelets. - Kedar A. Patwardhan; Guillermo Sapiro (ICIP (1), 2003)

Color histogram equalization through mesh deformation. - Eric Pichon; Marc Niethammer; Guillermo Sapiro (ICIP (2), 2003)

Morse description and geometric encoding of DEM data. - Andres Fco. Solé; Vicent Caselles; Guillermo Sapiro; Francesc Aràndiga (ICIP (2), 2003)

Inpainting surface holes. - Joan Verdera; Vicent Caselles; Marcelo Bertalmío; Guillermo Sapiro (ICIP (2), 2003)

Three-Dimensional Segmentation of Brain Aneurysms in CTA Using Non-parametric Region-Based Information and Implicit Deformable Models: Method and Evaluation. - Monica Hernandez; Alejandro F. Frangi; Guillermo Sapiro (MICCAI (2), 2003)

Pre-clinical evaluation of implicit deformable models for three-dimensional segmentation of brain aneurysms from CTA images. - Monica Hernandez; Rosario Barrena; Gabriel Hernandez; Guillermo Sapiro; Alejandro F. Frangi (Image Processing, 2003)

Guest Editorial: Introduction to the Special Issue on Imaging Science. - Guillermo Sapiro (J. Math. Imaging Vis., 2003)

Simultaneous structure and texture image inpainting. - Marcelo Bertalmío; Luminita A. Vese; Guillermo Sapiro; Stanley J. Osher (IEEE Trans. Image Process., 2003)

Visualization of high dynamic range images. - Alvaro Pardo; Guillermo Sapiro (IEEE Trans. Image Process., 2003)

Structure and texture filling-in of missing image blocks in wireless transmission and compression applications. - Shantanu D. Rane; Guillermo Sapiro; Marcelo Bertalmío (IEEE Trans. Image Process., 2003)

Texture Synthesis for 3D Shape Representation. - Gabriele Gorla; Victoria Interrante; Guillermo Sapiro (IEEE Trans. Vis. Comput. Graph., 2003)

Non-photorealistic rendering from multiple images. - Alberto Bartesaghi; Guillermo Sapiro; Thomas Malzbender; Dan Gelb (ICIP, 2004)

Automatic image decomposition. - Kedar A. Patwardhan; Guillermo Sapiro (ICIP, 2004)

Lightfield completion. - Liron Yatziv; Guillermo Sapiro; Marc Levoy (ICIP, 2004)

A New Approach for 3D Segmentation of Cellular Tomograms Obtained Using Three-Dimensional Electron Microscopy. - Alberto Bartesaghi; Guillermo Sapiro; Stanton Lee; Jon Lefman; Sharon Wahl; Sriram Subramaniam; Jan Orenstein (ISBI, 2004)

Comparing Point Clouds. - Facundo Mémoli; Guillermo Sapiro (Symposium on Geometry Processing, 2004)

Level set and PDE methods for computer graphics. - David E. Breen; Ron Fedkiw; Ken Museth; Stanley J. Osher; Guillermo Sapiro; Ross T. Whitaker (SIGGRAPH Course Notes, 2004)

Area-Based Medial Axis of Planar Curves. - Marc Niethammer; Santiago Betelú; Guillermo Sapiro; Allen R. Tannenbaum; Peter J. Giblin (Int. J. Comput. Vis., 2004)

Morse Description and Morphological Encoding of Continuous Data. - Vicent Caselles; Guillermo Sapiro; Andres Fco. Solé; Coloma Ballester (Multiscale Model. Simul., 2004)

Morse description and geometric encoding of digital elevation maps. - Andres Fco. Solé; Vicent Caselles; Guillermo Sapiro; Francesc Aràndiga (IEEE Trans. Image Process., 2004)

Tracking of moving objects under severe and total occlusions. - Alberto Bartesaghi; Guillermo Sapiro (ICIP (1), 2005)

Video inpainting of occluding and occluded objects. - Kedar A. Patwardhan; Guillermo Sapiro; Marcelo Bertalmío (ICIP (2), 2005)

Inpainting the colors. - Guillermo Sapiro (ICIP (2), 2005)

Level Set and PDE Methods for Visualization. - David E. Breen; Mike Kirby; Aaron E. Lefohn; Ken Museth; Tobias Preusser; Guillermo Sapiro; Ross T. Whitaker (IEEE Visualization, 2005)

Three-dimensional shape rendering from multiple images. - Alberto Bartesaghi; Guillermo Sapiro; Thomas Malzbender; Dan Gelb (Graph. Model., 2005)

A Theoretical and Computational Framework for Isometry Invariant Recognition of Point Cloud Data. - Facundo Mémoli; Guillermo Sapiro (Found. Comput. Math., 2005)

Distance Functions and Geodesics on Submanifolds of Rd and Point Clouds. - Facundo Mémoli; Guillermo Sapiro (SIAM J. Appl. Math., 2005)

Fast image and video denoising via nonlocal means of similar neighborhoods. - Mona Mahmoudi; Guillermo Sapiro (IEEE Signal Process. Lett., 2005)

An Energy-Based Three-Dimensional Segmentation Approach for the Quantitative Interpretation of Electron Tomograms. - Alberto Bartesaghi; Guillermo Sapiro; Sriram Subramaniam (IEEE Trans. Image Process., 2005)

Is image steganography natural? - Alvaro Martín; Guillermo Sapiro; Gadiel Seroussi (IEEE Trans. Image Process., 2005)

PDE-Based Image and Surface Inpainting. - Marcelo Bertalmío; Vicent Caselles; Gloria Haro; Guillermo Sapiro (Handbook of Mathematical Models in Computer Vision, 2006)

Computing with Point Cloud Data. - Facundo Mémoli; Guillermo Sapiro (Statistics and Analysis of Shapes, 2006)

A geometric method for automatic extraction of sulcal fundi. - Chiu Yen Kao; Michael Hofer; Guillermo Sapiro; Josh Stern; David A. Rottenberg (ISBI, 2006)

Stratification Learning: Detecting Mixed Density and Dimensionality in High Dimensional Point Clouds. - Gloria Haro; Gregory Randall; Guillermo Sapiro (NIPS, 2006)

Fourth order partial differential equations on general geometries. - John B. Greer; Andrea L. Bertozzi; Guillermo Sapiro (J. Comput. Phys., 2006)

O(N) implementation of the fast marching algorithm. - Liron Yatziv; Alberto Bartesaghi; Guillermo Sapiro (J. Comput. Phys., 2006)

Constrained regularization of digital terrain elevation data. - Anish Mohan; Alberto Bartesaghi; Guillermo Sapiro (IEEE Geosci. Remote. Sens. Lett., 2006)

Statistical Analysis of RNA Backbone. - Eli Hershkovitz; Guillermo Sapiro; Allen R. Tannenbaum; Loren Dean Williams (IEEE ACM Trans. Comput. Biol. Bioinform., 2006)

Fair polyline networks for constrained smoothing of digital terrain elevation data. - Michael Hofer; Guillermo Sapiro; Johannes Wallner 001 (IEEE Trans. Geosci. Remote. Sens., 2006)

Fast image and video colorization using chrominance blending. - Liron Yatziv; Guillermo Sapiro (IEEE Trans. Image Process., 2006)

Connecting the Out-of-Sample and Pre-Image Problems in Kernel Methods. - Pablo Arias 001; Gregory Randall; Guillermo Sapiro (CVPR, 2007)

Regularized Mixed Dimensionality and Density Learning in Computer Vision. - Gloria Haro; Gregory Randall; Guillermo Sapiro (CVPR, 2007)

A Geodesic Framework for Fast Interactive Image and Video Segmentation and Matting. - Xue Bai; Guillermo Sapiro (ICCV, 2007)

A Variational Framework for Simultaneous Motion Estimation and Restoration of Motion-Blurred Video. - Leah Bar; Benjamin Berkels; Martin Rumpf; Guillermo Sapiro (ICCV, 2007)

What Can Casual Walkers Tell Us About A 3D Scene? - Diego Rother; Kedar A. Patwardhan; Guillermo Sapiro (ICCV, 2007)

Distancecut: Interactive Segmentation and Matting of Images and Videos. - Xue Bai; Guillermo Sapiro (ICIP (2), 2007)

Multiscale Sparse Image Representationwith Learned Dictionaries. - Julien Mairal; Guillermo Sapiro; Michael Elad (ICIP (3), 2007)

A Graph-Based Foreground Representation and its Application in Example Based People Matching in Video. - Kedar A. Patwardhan; Guillermo Sapiro; Vassilios Morellas (ICIP (5), 2007)

Regularization for Inverting the Radon Transform with Wedge Consideration. - Iman Aganj; Alberto Bartesaghi; Mario Borgnia; Hstau Y. Liao; Guillermo Sapiro; Sriram Subramaniam (ISBI, 2007)

Classification, Averaging and Reconstruction of Macromolecules in Electron Tomography. - Alberto Bartesaghi; Pablo Sprechmann; Gregory Randall; Guillermo Sapiro; Sriram Subramaniam (ISBI, 2007)

From Gigabytes to Bytes: Automated Denoising and Feature Identification in Electron Tomograms of Intact Bacterial Cells. - Rajesh Narasimha; Iman Aganj; Mario Borgnia; Guillermo Sapiro; Steven W. McLaughlin; Jacqueline Milne; Sriram Subramaniam (ISBI, 2007)

Meshless geometric subdivision. - Carsten Moenning; Facundo Mémoli; Guillermo Sapiro; Nira Dyn; Neil A. Dodgson (Graph. Model., 2007)

Spatially Coherent Nonlinear Dimensionality Reduction and Segmentation of Hyperspectral Images. - Anish Mohan; Guillermo Sapiro; Edward Bosch (IEEE Geosci. Remote. Sens. Lett., 2007)

Video Inpainting Under Constrained Camera Motion. - Kedar A. Patwardhan; Guillermo Sapiro; Marcelo Bertalmío (IEEE Trans. Image Process., 2007)

Interactive Image Segmentation via Adaptive Weighted Distances. - Alexis Protiere; Guillermo Sapiro (IEEE Trans. Image Process., 2007)

A Geometric Method for Automatic Extraction of Sulcal Fundi. - Chiu Yen Kao; Michael Hofer; Guillermo Sapiro; Josh Stern; Kelly Rehm; David A. Rottenberg (IEEE Trans. Medical Imaging, 2007)

Discriminative learned dictionaries for local image analysis. - Julien Mairal; Francis R. Bach; Jean Ponce; Guillermo Sapiro; Andrew Zisserman (CVPR, 2008)

3D priors for scene learning from a single view. - Diego Rother; Kedar A. Patwardhan; Iman Aganj; Guillermo Sapiro (CVPR Workshops, 2008)

Super-resolution texturing for online virtual globes. - Diego Rother; Lance Williams; Guillermo Sapiro (CVPR Workshops, 2008)

Generalized Newton methods for energy formulations in image procesing. - Leah Bar; Guillermo Sapiro (ICIP, 2008)

Segmentation-free measurement of cortical thickness from MRI. - Iman Aganj; Guillermo Sapiro; Neelroop Parikshak; Sarah K. Madsen; Paul M. Thompson (ISBI, 2008)

On the non-uniform complexity of brain connectivity. - Gloria Haro; Christophe Lenglet; Guillermo Sapiro; Paul M. Thompson (ISBI, 2008)

Sparse representations for limited data tomography. - Hstau Y. Liao; Guillermo Sapiro (ISBI, 2008)

Supervised Dictionary Learning. - Julien Mairal; Francis R. Bach; Jean Ponce; Guillermo Sapiro; Andrew Zisserman (NIPS, 2008)

On geometric variational models for inpainting surface holes. - Vicent Caselles; Gloria Haro; Guillermo Sapiro; Joan Verdera (Comput. Vis. Image Underst., 2008)

Translated Poisson Mixture Model for Stratification Learning. - Gloria Haro; Gregory Randall; Guillermo Sapiro (Int. J. Comput. Vis., 2008)

Learning Multiscale Sparse Representations for Image and Video Restoration. - Julien Mairal; Guillermo Sapiro; Michael Elad (Multiscale Model. Simul., 2008)

Robust Foreground Detection In Video Using Pixel Layers. - Kedar A. Patwardhan; Guillermo Sapiro; Vassilios Morellas (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Message from the Editor-in-Chief. - Guillermo Sapiro (SIAM J. Imaging Sci., 2008)

Statistical Characterization of Protein Ensembles. - Diego Rother; Guillermo Sapiro; Vijay Pande (IEEE ACM Trans. Comput. Biol. Bioinform., 2008)

Multiscale Representation and Segmentation of Hyperspectral Imagery Using Geometric Partial Differential Equations and Algebraic Multigrid Methods. - Julio Martin Duarte-Carvajalino; Guillermo Sapiro; Miguel Velez-Reyes; Paul E. Castillo (IEEE Trans. Geosci. Remote. Sens., 2008)

Sparse Representation for Color Image Restoration. - Julien Mairal; Michael Elad; Guillermo Sapiro (IEEE Trans. Image Process., 2008)

A Variational Framework for Non-local Image Inpainting. - Pablo Arias 001; Vicent Caselles; Guillermo Sapiro (EMMCVPR, 2009)

Exemplar-Based Interpolation of Sparsely Sampled Images. - Gabriele Facciolo; Pablo Arias 001; Vicent Caselles; Guillermo Sapiro (EMMCVPR, 2009)

Geodesics in Shape Space via Variational Time Discretization. - Benedikt Wirth; Leah Bar; Martin Rumpf; Guillermo Sapiro (EMMCVPR, 2009)

Non-local sparse models for image restoration. - Julien Mairal; Francis R. Bach; Jean Ponce; Guillermo Sapiro; Andrew Zisserman (ICCV, 2009)

Seeing 3D objects in a single 2D image. - Diego Rother; Guillermo Sapiro (ICCV, 2009)

Multiple shape models for simultaneous object classification and segmentation. - Federico Lecumberry; Alvaro Pardo; Guillermo Sapiro (ICIP, 2009)

Online dictionary learning for sparse coding. - Julien Mairal; Francis R. Bach; Jean Ponce; Guillermo Sapiro (ICML, 2009)

Discriminative k-metrics. - Arthur Szlam; Guillermo Sapiro (ICML, 2009)

ODF Reconstruction in Q-Ball Imaging with Solid Angle Consideration. - Iman Aganj; Christophe Lenglet; Guillermo Sapiro (ISBI, 2009)

Reducing Structural Variation to Determine the Genetics of White Matter Integrity Across Hemispheres - A DTI Study of 100 Twins. - 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; et al. (ISBI, 2009)

Multiple Q-Shell ODF Reconstruction in Q-Ball Imaging. - Iman Aganj; Christophe Lenglet; Guillermo Sapiro; Essa Yacoub; Kâmil Ugurbil; Noam Harel (MICCAI (1), 2009)

Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations. - Mingyuan Zhou; Haojun Chen; John W. Paisley; Lu Ren; Guillermo Sapiro; Lawrence Carin (NIPS, 2009)

An image processing approach to computing distances between RNA secondary structures dot plots. - Tor Ivry; Shahar Michal; Assaf Avihoo; Guillermo Sapiro; Danny Barash (Algorithms Mol. Biol., 2009)

Three-dimensional point cloud recognition via distributions of geometric distances. - Mona Mahmoudi; Guillermo Sapiro (Graph. Model., 2009)

Geodesic Matting: A Framework for Fast Interactive Image and Video Segmentation and Matting. - Xue Bai; Guillermo Sapiro (Int. J. Comput. Vis., 2009)

New Possibilities with Sobolev Active Contours. - Ganesh Sundaramoorthi; Anthony J. Yezzi; Andrea Mennucci; Guillermo Sapiro (Int. J. Comput. Vis., 2009)

Mathematical methods for diffusion MRI processing. - 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 (NeuroImage, 2009)

Generalized Newton-Type Methods for Energy Formulations in Image Processing. - Leah Bar; Guillermo Sapiro (SIAM J. Imaging Sci., 2009)

Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization. - Julio Martin Duarte-Carvajalino; Guillermo Sapiro (IEEE Trans. Image Process., 2009)

Video SnapCut: robust video object cutout using localized classifiers. - Xue Bai; Jue Wang 001; David Simons; Guillermo Sapiro (ACM Trans. Graph., 2009)

Collaborative hierarchical sparse modeling. - Pablo Sprechmann; Ignacio Ramírez; Guillermo Sapiro; Yonina C. Eldar (CISS, 2010)

Classification and clustering via dictionary learning with structured incoherence and shared features. - Ignacio Ramírez; Pablo Sprechmann; Guillermo Sapiro (CVPR, 2010)

Dynamic Color Flow: A Motion-Adaptive Color Model for Object Segmentation in Video. - Xue Bai; Jue Wang 001; Guillermo Sapiro (ECCV (5), 2010)

Hierarchical dictionary learning for invariant classification. - Leah Bar; Guillermo Sapiro (ICASSP, 2010)

Dictionary learning and sparse coding for unsupervised clustering. - Pablo Sprechmann; Guillermo Sapiro (ICASSP, 2010)

Discriminative sparse representations in hyperspectral imagery. - Alexey Castrodad; Zhengming Xing; John B. Greer; Edward Bosch; Lawrence Carin; Guillermo Sapiro (ICIP, 2010)

Nonparametric image interpolation and dictionary learning using spatially-dependent Dirichlet and beta process priors. - John W. Paisley; Mingyuan Zhou; Guillermo Sapiro; Lawrence Carin (ICIP, 2010)

Image modeling and enhancement via structured sparse model selection. - Guoshen Yu; Guillermo Sapiro; Stéphane Mallat (ICIP, 2010)

Online orientation distribution function reconstruction in constant solid angle and its application to motion detection in HARDI. - Emmanuel Caruyer; Iman Aganj; Ryan L. Muetzel; Christophe Lenglet; Guillermo Sapiro; Rachid Deriche (ISBI, 2010)

ODF Maxima Extraction in Spherical Harmonic Representation via Analytical Search Space Reduction. - Iman Aganj; Christophe Lenglet; Guillermo Sapiro (MICCAI (2), 2010)

Universal Sparse Modeling - Ignacio Ramírez; Guillermo Sapiro (CoRR, 2010)

A Gromov-Hausdorff Framework with Diffusion Geometry for Topologically-Robust Non-rigid Shape Matching. - Alexander M. Bronstein; Michael M. Bronstein; Ron Kimmel; Mona Mahmoudi; Guillermo Sapiro (Int. J. Comput. Vis., 2010)

Online Learning for Matrix Factorization and Sparse Coding. - Julien Mairal; Francis R. Bach; Jean Ponce; Guillermo Sapiro (J. Mach. Learn. Res., 2010)

Sparse Representation for Computer Vision and Pattern Recognition. - John Wright 001; Yi Ma 001; Julien Mairal; Guillermo Sapiro; Thomas S. Huang; Shuicheng Yan (Proc. IEEE, 2010)

Introduction to the Special Section on Optimization in Imaging Sciences. - Guillermo Sapiro (SIAM J. Imaging Sci., 2010)

A Comprehensive Framework for Image Inpainting. - Aurélie Bugeau; Marcelo Bertalmío; Vicent Caselles; Guillermo Sapiro (IEEE Trans. Image Process., 2010)

Simultaneous Object Classification and Segmentation With High-Order Multiple Shape Models. - Federico Lecumberry; Alvaro Pardo; Guillermo Sapiro (IEEE Trans. Image Process., 2010)

Efficient matrix completion with Gaussian models. - Flavien Léger; Guoshen Yu; Guillermo Sapiro (ICASSP, 2011)

Sparse coding and dictionary learning based on the MDL principle. - Ignacio Ramírez; Guillermo Sapiro (ICASSP, 2011)

Collaborative sources identification in mixed signals via hierarchical sparse modeling. - Pablo Sprechmann; Ignacio Ramírez; Pablo Cancela; Guillermo Sapiro (ICASSP, 2011)

Statistical compressive sensing of Gaussian mixture models. - Guoshen Yu; Guillermo Sapiro (ICASSP, 2011)

Covariate-dependent dictionary learning and sparse coding. - Mingyuan Zhou; Hongxia Yang; Guillermo Sapiro; David B. Dunson; Lawrence Carin (ICASSP, 2011)

Hierarchical invariant sparse modeling for image analysis. - Leah Bar; Guillermo Sapiro (ICIP, 2011)

The Hierarchical Beta Process for Convolutional Factor Analysis and Deep Learning. - Bo Chen 001; Gungor Polatkan; Guillermo Sapiro; David B. Dunson; Lawrence Carin (ICML, 2011)

On the Integration of Topic Modeling and Dictionary Learning. - Lingbo Li 002; Mingyuan Zhou; Guillermo Sapiro; Lawrence Carin (ICML, 2011)

Online motion detection in high angular resolution diffusion imaging. - Emmanuel Caruyer; Iman Aganj; Christophe Lenglet; Guillermo Sapiro; Rachid Deriche (ISBI, 2011)

Sex differences in the human connectome: 4-Tesla high angular resolution diffusion imaging (HARDI) tractography in 234 young adult twins. - Neda Jahanshad; Iman Aganj; Christophe Lenglet; Anand A. Joshi; Yan Jin 001; Marina Barysheva; Katie McMahon; Greig I. de Zubicaray; Nicholas G. Martin; Margaret J. Wright; Arthur W. Toga; Guillermo Sapiro; et al. (ISBI, 2011)

3D elastic registration improves HARDI-derived fiber alignment and automated tract clustering. - Yan Jin 001; Yonggang Shi; Neda Jahanshad; Iman Aganj; Guillermo Sapiro; Arthur W. Toga; Paul M. Thompson (ISBI, 2011)

Atlas-based fiber clustering for multi-subject analysis of high angular resolution diffusion imaging tractography. - Gautam Prasad; Neda Jahanshad; Iman Aganj; Christophe Lenglet; Guillermo Sapiro; Arthur W. Toga; Paul M. Thompson (ISBI, 2011)

Differential information content in staggered multiple shell hardi measured by the tensor distribution function. - Liang Zhan; Alex D. Leow; Iman Aganj; Christophe Lenglet; Guillermo Sapiro; Essa Yacoub; Noam Harel; Arthur W. Toga; Paul M. Thompson (ISBI, 2011)

Images everywhere: looking for models: technical perspective. - Guillermo Sapiro (Commun. ACM, 2011)

Blind Compressed Sensing Over a Structured Union of Subspaces - Jorge G. Silva; Minhua Chen; Yonina C. Eldar; Guillermo Sapiro; Lawrence Carin (CoRR, 2011)

Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models - Julio Martin Duarte-Carvajalino; Guillermo Sapiro; Guoshen Yu; Lawrence Carin (CoRR, 2011)

A Variational Framework for Exemplar-Based Image Inpainting. - Pablo Arias 001; Gabriele Facciolo; Vicent Caselles; Guillermo Sapiro (Int. J. Comput. Vis., 2011)

A Continuum Mechanical Approach to Geodesics in Shape Space. - Benedikt Wirth; Leah Bar; Martin Rumpf; Guillermo Sapiro (Int. J. Comput. Vis., 2011)

DCT image denoising: a simple and effective image denoising algorithm. - Guoshen Yu; Guillermo Sapiro (Image Process. Line, 2011)

Dependent Hierarchical Beta Process for Image Interpolation and Denoising. - Mingyuan Zhou; Hongxia Yang; Guillermo Sapiro; David B. Dunson; Lawrence Carin (AISTATS, 2011)

A Hough transform global probabilistic approach to multiple-subject diffusion MRI tractography. - Iman Aganj; Christophe Lenglet; Neda Jahanshad; Essa Yacoub; Noam Harel; Paul M. Thompson; Guillermo Sapiro (Medical Image Anal., 2011)

Learning Low-Dimensional Signal Models. - Lawrence Carin; Richard G. Baraniuk; Volkan Cevher; David B. Dunson; Michael I. Jordan; Guillermo Sapiro; Michael B. Wakin (IEEE Signal Process. Mag., 2011)

Dimensionality Reduction via Subspace and Submanifold Learning [From the Guest Editors]. - Yi Ma 001; Partha Niyogi; Guillermo Sapiro; René Vidal (IEEE Signal Process. Mag., 2011)

Learning Discriminative Sparse Representations for Modeling, Source Separation, and Mapping of Hyperspectral Imagery. - Alexey Castrodad; Zhengming Xing; John B. Greer; Edward Bosch; Lawrence Carin; Guillermo Sapiro (IEEE Trans. Geosci. Remote. Sens., 2011)

Esophagus Silhouette Extraction and Reconstruction From Fluoroscopic Views for Cardiac Ablation Procedure Guidance. - Liron Yatziv; Julian Ibarz; Norbert Strobel; Saurabh Datta; Guillermo Sapiro (IEEE Trans. Inf. Technol. Biomed., 2011)

C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework. - Pablo Sprechmann; Ignacio Ramírez; Guillermo Sapiro; Yonina C. Eldar (IEEE Trans. Signal Process., 2011)

Statistical Compressed Sensing of Gaussian Mixture Models. - Guoshen Yu; Guillermo Sapiro (IEEE Trans. Signal Process., 2011)

Second-generation sparse modeling: structured and collaborative signal analysis. - Alexey Castrodad; Ignacio Ramírez; Guillermo Sapiro; Pablo Sprechmann; Guoshen Yu (Compressed Sensing, 2012)

If you are happy and you know it... tweet. - Amir Asiaee T.; Mariano Tepper; Arindam Banerjee 001; Guillermo Sapiro (CIKM, 2012)

See all by looking at a few: Sparse modeling for finding representative objects. - Ehsan Elhamifar; Guillermo Sapiro; René Vidal (CVPR, 2012)

Simultaneous ODF estimation and tractography in HARDI. - Hasan Ertan Çetingül; Mariappan S. Nadar; Paul M. Thompson; Guillermo Sapiro; Christophe Lenglet (EMBC, 2012)

Adapted statistical compressive sensing: Learning to sense gaussian mixture models. - Julio Martin Duarte-Carvajalino; Guoshen Yu; Lawrence Carin; Guillermo Sapiro (ICASSP, 2012)

Semi-supervised multi-domain regression with distinct training sets. - Tomer Michaeli; Yonina C. Eldar; Guillermo Sapiro (ICASSP, 2012)

LOw-rank data modeling via the minimum description length principle. - Ignacio Ramírez; Guillermo Sapiro (ICASSP, 2012)

Gaussian mixture models for score-informed instrument separation. - Pablo Sprechmann; Pablo Cancela; Guillermo Sapiro (ICASSP, 2012)

A computer vision approach for the assessment of autism-related behavioral markers. - Jordan Hashemi; Thiago Vallin Spina; Mariano Tepper; Amy Esler; Vassilios Morellas; Nikolaos Papanikolopoulos; Guillermo Sapiro (ICDL-EPIROB, 2012)

Decoupled coarse-to-fine matching and nonlinear regularization for efficient motion estimation. - Mariano Tepper; Guillermo Sapiro (ICIP, 2012)

Learning Efficient Structured Sparse Models. - Alexander M. Bronstein; Pablo Sprechmann; Guillermo Sapiro (ICML, 2012)

A multi-sensor visual tracking system for behavior monitoring of at-risk children. - Ravishankar Sivalingam; Anoop Cherian; Joshua Fasching; Nicholas Walczak; Nathaniel D. Bird; Vassilios Morellas; Barbara Murphy; Kathryn Cullen; Kelvin O. Lim; Guillermo Sapiro; Nikolaos Papanikolopoulos (ICRA, 2012)

Sparse modeling for hyperspectral imagery with LiDAR data fusion for subpixel mapping. - Alexey Castrodad; Timothy Khuon; Robert Rand 002; Guillermo Sapiro (IGARSS, 2012)

Detecting risk-markers in children in a preschool classroom. - Joshua Fasching; Nicholas Walczak; Ravishankar Sivalingam; Kathryn Cullen; Barbara Murphy; Guillermo Sapiro; Vassilios Morellas; Nikolaos Papanikolopoulos (IROS, 2012)

A variational model for denoising high angular resolution diffusion imaging. - Melissa Tong; Yunho Kim; Yunho Zhan; Guillermo Sapiro; Christophe Lenglet; Bryon A. Mueller; Paul M. Thompson; Luminita A. Vese (ISBI, 2012)

Real-time Online Singing Voice Separation from Monaural Recordings Using Robust Low-rank Modeling. - Pablo Sprechmann; Alexander M. Bronstein; Guillermo Sapiro (ISMIR, 2012)

Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery. - Ehsan Elhamifar; Guillermo Sapiro; René Vidal (NIPS, 2012)

Topology Constraints in Graphical Models. - Marcelo Fiori; Pablo Musé; Guillermo Sapiro (NIPS, 2012)

Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information. - Tinghui Zhou; Hanhuai Shan; Arindam Banerjee 001; Guillermo Sapiro (SDM, 2012)

A nonintrusive system for behavioral analysis of children using multiple RGB+depth sensors. - Nicholas Walczak; Joshua Fasching; William D. Toczyski; Ravishankar Sivalingam; Nathaniel D. Bird; Kathryn Cullen; Vassilios Morellas; Barbara Murphy; Guillermo Sapiro; Nikolaos Papanikolopoulos (WACV, 2012)

Semi-Supervised Single- and Multi-Domain Regression with Multi-Domain Training - Tomer Michaeli; Yonina C. Eldar; Guillermo Sapiro (CoRR, 2012)

L1 Splines for Robust, Simple, and Fast Smoothing of Grid Data - Mariano Tepper; Guillermo Sapiro (CoRR, 2012)

Are You Imitating Me? Unsupervised Sparse Modeling for Group Activity Analysis from a Single Video - Zhongwei Tang; Alexey Castrodad; Mariano Tepper; Guillermo Sapiro (CoRR, 2012)

Learning Robust Low-Rank Representations - Pablo Sprechmann; Alexander M. Bronstein; Guillermo Sapiro (CoRR, 2012)

Computer vision tools for the non-invasive assessment of autism-related behavioral markers - Jordan Hashemi; Thiago Vallin Spina; Mariano Tepper; Amy Esler; Vassilios Morellas; Nikolaos Papanikolopoulos; Guillermo Sapiro (CoRR, 2012)

Sparse Modeling of Human Actions from Motion Imagery. - Alexey Castrodad; Guillermo Sapiro (Int. J. Comput. Vis., 2012)

Hierarchical topological network analysis of anatomical human brain connectivity and differences related to sex and kinship. - 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 (NeuroImage, 2012)

Dictionary Learning for Noisy and Incomplete Hyperspectral Images. - Zhengming Xing; Mingyuan Zhou; Alexey Castrodad; Guillermo Sapiro; Lawrence Carin (SIAM J. Imaging Sci., 2012)

A Convex Model for Nonnegative Matrix Factorization and Dimensionality Reduction on Physical Space. - Ernie Esser; Michael Möller 001; Stanley J. Osher; Guillermo Sapiro; Jack Xin (IEEE Trans. Image Process., 2012)

Sparse Representations for Range Data Restoration. - Mona Mahmoudi; Guillermo Sapiro (IEEE Trans. Image Process., 2012)

Universal Regularizers for Robust Sparse Coding and Modeling. - Ignacio Ramírez; Guillermo Sapiro (IEEE Trans. Image Process., 2012)

Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity. - Guoshen Yu; Guillermo Sapiro; Stéphane Mallat (IEEE Trans. Image Process., 2012)

Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images. - Mingyuan Zhou; Haojun Chen; John W. Paisley; Lu Ren; Lingbo Li 002; Zhengming Xing; David B. Dunson; Guillermo Sapiro; Lawrence Carin (IEEE Trans. Image Process., 2012)

Toward Multiple Catheters Detection in Fluoroscopic Image Guided Interventions. - Liron Yatziv; Mathieu Chartouni; Saurabh Datta; Guillermo Sapiro (IEEE Trans. Inf. Technol. Biomed., 2012)

An MDL Framework for Sparse Coding and Dictionary Learning. - Ignacio Ramírez; Guillermo Sapiro (IEEE Trans. Signal Process., 2012)

Reflective Symmetry Detection by Rectifying Randomized Correspondences. - Zhongwei Tang; Mariano Tepper; Guillermo Sapiro (BMVC, 2013)

Polyps Flagging in Virtual Colonoscopy. - Marcelo Fiori; Pablo Musé; Guillermo Sapiro (CIARP (2), 2013)

Ants Crawling to Discover the Community Structure in Networks. - Mariano Tepper; Guillermo Sapiro (CIARP (2), 2013)

Learnable low rank sparse models for speech denoising. - Pablo Sprechmann; Alexander M. Bronstein; Michael M. Bronstein; Guillermo Sapiro (ICASSP, 2013)

Audio restoration from multiple copies. - Pablo Sprechmann; Alexander M. Bronstein; Jean-Michel Morel; Guillermo Sapiro (ICASSP, 2013)

A Convex Optimization Framework for Active Learning. - Ehsan Elhamifar; Guillermo Sapiro; Allen Y. Yang; S. Shankar Sastry (ICCV, 2013)

Fast L1 smoothing splines with an application to Kinect depth data. - Mariano Tepper; Guillermo Sapiro (ICIP, 2013)

Gaussian mixture model for video compressive sensing. - Jianbo Yang; Xin Yuan 002; Xuejun Liao; Patrick Llull; Guillermo Sapiro; David J. Brady; Lawrence Carin (ICIP, 2013)

Adaptive temporal compressive sensing for video. - Xin Yuan 002; Jianbo Yang; Patrick Llull; Xuejun Liao; Guillermo Sapiro; David J. Brady; Lawrence Carin (ICIP, 2013)

Locating occupants in preschool classrooms using a multiple RGB-D sensor system. - Nicholas Walczak; Joshua Fasching; William D. Toczyski; Vassilios Morellas; Guillermo Sapiro; Nikolaos Papanikolopoulos (IROS, 2013)

Bilevel Sparse Models for Polyphonic Music Transcription. - Tal Ben Yakar; Roee Litman; Pablo Sprechmann; Alexander M. Bronstein; Guillermo Sapiro (ISMIR, 2013)

Rich Club Analysis of Structural Brain Connectivity at 7 Tesla Versus 3 Tesla. - Emily L. Dennis; Liang Zhan; Neda Jahanshad; Bryon A. Mueller; Yan Jin 001; Christophe Lenglet; Essa Yacoub; Guillermo Sapiro; Kâmil Ugurbil; Noam Harel; Arthur W. Toga; Kelvin O. Lim; et al. (CDMRI/MMBC@MICCAI, 2013)

Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching. - Marcelo Fiori; Pablo Sprechmann; Joshua T. Vogelstein; Pablo Musé; Guillermo Sapiro (NIPS, 2013)

Supervised Sparse Analysis and Synthesis Operators. - Pablo Sprechmann; Roee Litman; Tal Ben Yakar; Alexander M. Bronstein; Guillermo Sapiro (NIPS, 2013)

Importance Sampling Spherical Harmonics to Improve Probabilistic Tractography. - Hasan Ertan Çetingül; Laura Dumont; Mariappan S. Nadar; Paul M. Thompson; Guillermo Sapiro; Christophe Lenglet (PRNI, 2013)

Magnetic Resonance Field Strength Effects on Diffusion Measures and Brain Connectivity Networks. - Liang Zhan; Bryon A. Mueller; Neda Jahanshad; Yan Jin 001; Christophe Lenglet; Essa Yacoub; Guillermo Sapiro; Kâmil Ugurbil; Noam Harel; Arthur W. Toga; Kelvin O. Lim; Paul M. Thompson (Brain Connect., 2013)

Sparse Modeling of Intrinsic Correspondences. - Jonathan Pokrass; Alexander M. Bronstein; Michael M. Bronstein; Pablo Sprechmann; Guillermo Sapiro (Comput. Graph. Forum, 2013)

Learning Robust Subspace Clustering. - Qiang Qiu 001; Guillermo Sapiro (CoRR, 2013)

Domain-invariant Face Recognition using Learned Low-rank Transformation. - Qiang Qiu 001; Guillermo Sapiro; Ching-Hui Chen (CoRR, 2013)

Coded aperture compressive temporal imaging - Patrick Llull; Xuejun Liao; Xin Yuan 002; Jianbo Yang; David S. Kittle; Lawrence Carin; Guillermo Sapiro; David J. Brady (CoRR, 2013)

Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies. - Thiago Vallin Spina; Mariano Tepper; Amy Esler; Vassilios Morellas; Nikolaos Papanikolopoulos; Alexandre X. Falcão; Guillermo Sapiro (CoRR, 2013)

Motion Detection in Diffusion MRI via Online ODF Estimation. - Emmanuel Caruyer; Iman Aganj; Christophe Lenglet; Guillermo Sapiro; Rachid Deriche (Int. J. Biomed. Imaging, 2013)

Advances in diffusion MRI acquisition and processing in the Human Connectome Project. - 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; et al. (NeuroImage, 2013)

Pushing spatial and temporal resolution for functional and diffusion MRI in the Human Connectome Project. - 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; et al. (NeuroImage, 2013)

Deep Learning with Hierarchical Convolutional Factor Analysis. - Bo Chen 001; Gungor Polatkan; Guillermo Sapiro; David M. Blei; David B. Dunson; Lawrence Carin (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models. - Julio Martin Duarte-Carvajalino; Guoshen Yu; Lawrence Carin; Guillermo Sapiro (IEEE Trans. Signal Process., 2013)

Low-Cost Compressive Sensing for Color Video and Depth. - Xin Yuan 002; Patrick Llull; Xuejun Liao; Jianbo Yang; David J. Brady; Guillermo Sapiro; Lawrence Carin (CVPR, 2014)

Supervised non-euclidean sparse NMF via bilevel optimization with applications to speech enhancement. - Pablo Sprechmann; Alexander M. Bronstein; Guillermo Sapiro (HSCMA, 2014)

Questionnaire simplification for fast risk analysis of children's mental health. - Kimberly L. H. Carpenter; Pablo Sprechmann; Marcelo Fiori; A. Robert Calderbank; Helen Link Egger; Guillermo Sapiro (ICASSP, 2014)

All for one, one for all: Consensus community detection in networks. - Mariano Tepper; Guillermo Sapiro (ICASSP, 2014)

Learning Transformations. - Qiang Qiu 001; Guillermo Sapiro (ICIP, 2014)

Learning compressed image classification features. - Qiang Qiu 001; Guillermo Sapiro (ICIP, 2014)

Intersecting 2D lines: A simple method for detecting vanishing points. - Mariano Tepper; Guillermo Sapiro (ICIP, 2014)

On spectral properties for graph matching and graph isomorphism problems. - Marcelo Fiori; Guillermo Sapiro (CoRR, 2014)

Sparse similarity-preserving hashing. - Jonathan Masci; Alexander M. Bronstein; Michael M. Bronstein; Pablo Sprechmann; Guillermo Sapiro (ICLR, 2014)

Learning Transformations for Classification Forests. - Qiang Qiu 001; Guillermo Sapiro (ICLR, 2014)

A Bi-clustering Framework for Consensus Problems. - Mariano Tepper; Guillermo Sapiro (CoRR, 2014)

A Complete System for Candidate Polyps Detection in Virtual Colonoscopy. - Marcelo Fiori; Pablo Musé; Guillermo Sapiro (Int. J. Pattern Recognit. Artif. Intell., 2014)

Automatic clustering and population analysis of white matter tracts using maximum density paths. - 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; et al. (NeuroImage, 2014)

A Biclustering Framework for Consensus Problems. - Mariano Tepper; Guillermo Sapiro (SIAM J. Imaging Sci., 2014)

Video Compressive Sensing Using Gaussian Mixture Models. - Jianbo Yang; Xin Yuan 002; Xuejun Liao; Patrick Llull; David J. Brady; Guillermo Sapiro; Lawrence Carin (IEEE Trans. Image Process., 2014)

Semiautomatic Segmentation of Brain Subcortical Structures From High-Field MRI. - Jinyoung Kim; Christophe Lenglet; Yuval Duchin; Guillermo Sapiro; Noam Harel (IEEE J. Biomed. Health Informatics, 2014)

Inpainting. - Marcelo Bertalmío; Vicent Caselles; Simon Masnou; Guillermo Sapiro (Computer Vision, A Reference Guide, 2014)

Image Enhancement and Restoration. - Guoshen Yu; Guillermo Sapiro (Computer Vision, A Reference Guide, 2014)

Low-Rank Spatio-Temporal Video Segmentation. - Alasdair Newson; Mariano Tepper; Guillermo Sapiro (BMVC, 2015)

From Local to Global Communities in Large Networks Through Consensus. - Mariano Tepper; Guillermo Sapiro (CIARP, 2015)

Burst deblurring: Removing camera shake through fourier burst accumulation. - Mauricio Delbracio; Guillermo Sapiro (CVPR, 2015)

Alignment with intra-class structure can improve classification. - Jiaji Huang; Qiang Qiu 001; A. Robert Calderbank; Miguel R. D. Rodrigues; Guillermo Sapiro (ICASSP, 2015)

Geometry-Aware Deep Transform. - Jiaji Huang; Qiang Qiu 001; A. Robert Calderbank; Guillermo Sapiro (ICCV, 2015)

Intel realsense = Real low cost gaze. - Mark Draelos; Qiang Qiu 001; Alexander M. Bronstein; Guillermo Sapiro (ICIP, 2015)

Cross-modality pose-invariant facial expression. - Jordan Hashemi; Qiang Qiu 001; Guillermo Sapiro (ICIP, 2015)

Clinical deep brain stimulation region prediction using regression forests from high-field MRI. - Jinyoung Kim; Yuval Duchin; Guillermo Sapiro; Jerrold L. Vitek; Noam Harel (ICIP, 2015)

Multi-temporal foreground detection in videos. - Mariano Tepper; Alasdair Newson; Pablo Sprechmann; Guillermo Sapiro (ICIP, 2015)

Clinical subthalamic nucleus prediction from high-field brain MRI. - Jinyoung Kim; Yuval Duchin; Guillermo Sapiro; Jerrold L. Vitek; Noam Harel (ISBI, 2015)

Robust Prediction of Clinical Deep Brain Stimulation Target Structures via the Estimation of Influential High-Field MR Atlases. - Jinyoung Kim; Yuval Duchin; Hyunsoo Kim; Jerrold L. Vitek; Noam Harel; Guillermo Sapiro (MICCAI (2), 2015)

Sparse Bayesian Inference of White Matter Fiber Orientations from Compressed Multi-resolution Diffusion MRI. - Pramod Kumar Pisharady; Julio Martin Duarte-Carvajalino; Stamatios N. Sotiropoulos; Guillermo Sapiro; Christophe Lenglet (MICCAI (1), 2015)

Discriminative Robust Transformation Learning. - Jiaji Huang; Qiang Qiu 001; Guillermo Sapiro; A. Robert Calderbank (NIPS, 2015)

On the Stability of Deep Networks. - Raja Giryes; Guillermo Sapiro; Alexander M. Bronstein (ICLR (Workshop), 2015)

Random Forests Can Hash. - Qiang Qiu 001; Guillermo Sapiro; Alexander M. Bronstein (ICLR (Workshop), 2015)

Representation using the Weyl Transform. - Qiang Qiu 001; Andrew Thompson 001; A. Robert Calderbank; Guillermo Sapiro (ICLR (Workshop), 2015)

Learning transformations for clustering and classification. - Qiang Qiu 001; Guillermo Sapiro (J. Mach. Learn. Res., 2015)

Learning Efficient Sparse and Low Rank Models. - Pablo Sprechmann; Alexander M. Bronstein; Guillermo Sapiro (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Hand-Held Video Deblurring Via Efficient Fourier Aggregation. - Mauricio Delbracio; Guillermo Sapiro (IEEE Trans. Computational Imaging, 2015)

Removing Camera Shake via Weighted Fourier Burst Accumulation. - Mauricio Delbracio; Guillermo Sapiro (IEEE Trans. Image Process., 2015)

Compressive Sensing by Learning a Gaussian Mixture Model From Measurements. - Jianbo Yang; Xuejun Liao; Xin Yuan 002; Patrick Llull; David J. Brady; Guillermo Sapiro; Lawrence Carin (IEEE Trans. Image Process., 2015)

Sparse Models for Intrinsic Shape Correspondence. - Jonathan Pokrass; Alexander M. Bronstein; Michael M. Bronstein; Pablo Sprechmann; Guillermo Sapiro (Perspectives in Shape Analysis, 2016)

Synthesis-Based Low-Cost Gaze Analysis. - Zhuoqing Chang; Qiang Qiu 001; Guillermo Sapiro (HCI (27), 2016)

A short-graph fourier transform via personalized pagerank vectors. - Mariano Tepper; Guillermo Sapiro (ICASSP, 2016)

Tell me where you are and I tell you where you are going: Estimation of dynamic mobility graphs. - Marcelo Fiori; Pablo Musé; Mariano Tepper; Guillermo Sapiro (SAM, 2016)

RealSense = real heart rate: Illumination invariant heart rate estimation from videos. - Jie Chen 001; Zhuoqing Chang; Qiang Qiu 001; Xiaobai Li; Guillermo Sapiro; Alexander M. Bronstein; Matti Pietikäinen (IPTA, 2016)

Low-cost Gaze and Pulse Analysis using RealSense. - Qiang Qiu 001; Zhuoqing Chang; Mark Draelos; Jie Chen 001; Alexander M. Bronstein; Guillermo Sapiro (EAI Endorsed Trans. Ambient Syst., 2016)

Margin Preservation of Deep Neural Networks. - Jure Sokolic; Raja Giryes; Guillermo Sapiro; Miguel R. D. Rodrigues (CoRR, 2016)

Deep Video Deblurring. - Shuochen Su; Mauricio Delbracio; Jue Wang 001; Guillermo Sapiro; Wolfgang Heidrich; Oliver Wang (CoRR, 2016)

Fast L1-NMF for Multiple Parametric Model Estimation. - Mariano Tepper; Guillermo Sapiro (CoRR, 2016)

Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model. - Qixiang Ye; Tianliang Zhang; Qiang Qiu 001; Baochang Zhang 001; Jie Chen 001; Guillermo Sapiro (CoRR, 2016)

Dissimilarity-Based Sparse Subset Selection. - Ehsan Elhamifar; Guillermo Sapiro; S. Shankar Sastry (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Graph Matching: Relax at Your Own Risk. - Vince Lyzinski; Donniell E. Fishkind; Marcelo Fiori; Joshua T. Vogelstein; Carey E. Priebe; Guillermo Sapiro (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

A scalable app for measuring autism risk behaviors in young children: A technical validity and feasibility study. - Jordan Hashemi; Kathleen Campbell; Kimberly L. H. Carpenter; Adrianne Harris; Qiang Qiu 001; Mariano Tepper; Steven Espinosa; Jana Schaich Borg; Samuel Marsan; A. Robert Calderbank; Jeffrey P. Baker; Helen Link Egger; et al. (EAI Endorsed Trans. Scalable Inf. Syst., 2016)

Fundamental Limits in Multi-Image Alignment. - Cecilia Aguerrebere; Mauricio Delbracio; Alberto Bartesaghi; Guillermo Sapiro (IEEE Trans. Signal Process., 2016)

Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? - Raja Giryes; Guillermo Sapiro; Alexander M. Bronstein (IEEE Trans. Signal Process., 2016)

Data Representation Using the Weyl Transform. - Qiang Qiu 001; Andrew Thompson 001; A. Robert Calderbank; Guillermo Sapiro (IEEE Trans. Signal Process., 2016)

Compressed Nonnegative Matrix Factorization Is Fast and Accurate. - Mariano Tepper; Guillermo Sapiro (IEEE Trans. Signal Process., 2016)

Generalization Error of Invariant Classifiers. - Jure Sokolic; Raja Giryes; Guillermo Sapiro; Miguel R. D. Rodrigues (AISTATS, 2017)

Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-Spectral Hallucination and Low-Rank Embedding. - José Lezama; Qiang Qiu 001; Guillermo Sapiro (CVPR, 2017)

Deep Video Deblurring for Hand-Held Cameras. - Shuochen Su; Mauricio Delbracio; Jue Wang 001; Guillermo Sapiro; Wolfgang Heidrich; Oliver Wang (CVPR, 2017)

Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting. - Mariano Tepper; Guillermo Sapiro (CVPR, 2017)

Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model. - Qixiang Ye; Tianliang Zhang; Wei Ke 003; Qiang Qiu 001; Jie Chen 001; Guillermo Sapiro; Baochang Zhang 001 (CVPR, 2017)

Intelligent Synthesis Driven Model Calibration: Framework and Face Recognition Application. - Qiang Qiu 001; Jordan Hashemi; Guillermo Sapiro (ICCV Workshops, 2017)

Learning to Identify While Failing to Discriminate. - Jure Sokolic; Miguel R. D. Rodrigues; Qiang Qiu 001; Guillermo Sapiro (ICCV Workshops, 2017)

A Sparse Bayesian Learning Algorithm for White Matter Parameter Estimation from Compressed Multi-shell Diffusion MRI. - Pramod Kumar Pisharady; Stamatios N. Sotiropoulos; Guillermo Sapiro; Christophe Lenglet (MICCAI (1), 2017)

Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems. - Jure Sokolic; Qiang Qiu 001; Miguel R. D. Rodrigues; Guillermo Sapiro (CoRR, 2017)

Probabilistic fluorescence-based synapse detection. - Anish K. Simhal; Cecilia Aguerrebere; Forrest Collman; Joshua T. Vogelstein; Kristina D. Micheva; Richard J. Weinberg; Stephen J. Smith; Guillermo Sapiro (PLoS Comput. Biol., 2017)

Robust Large Margin Deep Neural Networks. - Jure Sokolic; Raja Giryes; Guillermo Sapiro; Miguel R. D. Rodrigues (IEEE Trans. Signal Process., 2017)

Natural Human Exploration under Approach and Avoidance Motivation in a Real-Life Spatial Environment. - Deeksha Malhotra; Kimberly Chiew; Mai-Anh Vu; Nicole Heller; Guillermo Sapiro; R. Alison Adcock (CogSci, 2018)

OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning. - José Lezama; Qiang Qiu 001; Pablo Musé; Guillermo Sapiro (CVPR, 2018)

LDMNet: Low Dimensional Manifold Regularized Neural Networks. - Wei Zhu 007; Qiang Qiu 001; Jiaji Huang; A. Robert Calderbank; Guillermo Sapiro; Ingrid Daubechies (CVPR, 2018)

ForestHash: Semantic Hashing with Shallow Random Forests and Tiny Convolutional Networks. - Qiang Qiu 001; José Lezama; Alexander M. Bronstein; Guillermo Sapiro (ECCV (2), 2018)

A Practical Guide to Multi-Image Alignment. - Cecilia Aguerrebere; Mauricio Delbracio; Alberto Bartesaghi; Guillermo Sapiro (ICASSP, 2018)

Classifying Pump-Probe Images of Melanocytic Lesions Using the WEYL Transform. - Hyun Keun Ahn; Qiang Qiu 001; Edward Bosch; Andrew Thompson 001; Francisco E. Robles; Guillermo Sapiro; Warren S. Warren; A. Robert Calderbank (ICASSP, 2018)

The Learned Inexact Project Gradient Descent Algorithm. - Raja Giryes; Yonina C. Eldar; Alexander M. Bronstein; Guillermo Sapiro (ICASSP, 2018)

DCFNet: Deep Neural Network with Decomposed Convolutional Filters. - Qiang Qiu 001; Xiuyuan Cheng; A. Robert Calderbank; Guillermo Sapiro (ICML, 2018)

Virtual CNN Branching: Efficient Feature Ensemble for Person Re-Identification. - Albert Gong; Qiang Qiu 001; Guillermo Sapiro (CoRR, 2018)

Liveness Detection Using Implicit 3D Features. - J. Matías Di Martino; Qiang Qiu 001; Trishul Nagenalli; Guillermo Sapiro (CoRR, 2018)

DNN or k-NN: That is the Generalize vs. Memorize Question. - Gilad Cohen; Guillermo Sapiro; Raja Giryes (CoRR, 2018)

Learning to Collaborate for User-Controlled Privacy. - Martín Bertrán; Natalia Martínez; Afroditi Papadaki; Qiang Qiu 001; Miguel R. D. Rodrigues; Guillermo Sapiro (CoRR, 2018)

Estimation of white matter fiber parameters from compressed multiresolution diffusion MRI using sparse Bayesian learning. - Pramod Kumar Pisharady; Stamatios N. Sotiropoulos; Julio Martin Duarte-Carvajalino; Guillermo Sapiro; Christophe Lenglet (NeuroImage, 2018)

Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study. - Helen Link Egger; Geraldine Dawson; Jordan Hashemi; Kimberly L. H. Carpenter; Steven Espinosa; Kathleen Campbell; Samuel Brotkin; Jana Schaich Borg; Qiang Qiu 001; Mariano Tepper; Jeffrey P. Baker; Richard A. Bloomfield Jr.; et al. (npj Digit. Medicine, 2018)

Tradeoffs Between Convergence Speed and Reconstruction Accuracy in Inverse Problems. - Raja Giryes; Yonina C. Eldar; Alexander M. Bronstein; Guillermo Sapiro (IEEE Trans. Signal Process., 2018)

SalGaze: Personalizing Gaze Estimation using Visual Saliency. - Zhuoqing Chang; J. Matías Di Martino; Qiang Qiu 001; Steven Espinosa; Guillermo Sapiro (ICCV Workshops, 2019)

Range Adaptation for 3D Object Detection in LiDAR. - Ze Wang 008; Sihao Ding 002; Ying Li; Minming Zhao; Sohini Roychowdhury; Andreas Wallin; Guillermo Sapiro; Qiang Qiu 001 (ICCV Workshops, 2019)

Non-Contact Photoplethysmogram and Instantaneous Heart Rate Estimation from Infrared Face Video. - Natalia Martínez; Martín Bertrán; Guillermo Sapiro; Hau-Tieng Wu (ICIP, 2019)

RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks. - Xiuyuan Cheng; Qiang Qiu 001; A. Robert Calderbank; Guillermo Sapiro (ICLR (Poster), 2019)

Adversarially Learned Representations for Information Obfuscation and Inference. - Martín Bertrán; Natalia Martínez; Afroditi Papadaki; Qiang Qiu 001; Miguel R. D. Rodrigues; Galen Reeves; Guillermo Sapiro (ICML, 2019)

Multiscale Fluctuation-Based Dispersion Entropy and Its Applications to Neurological Diseases. - Hamed Azami; Steven E. Arnold; Saeid Sanei; Zhuoqing Chang; Guillermo Sapiro; Javier Escudero; Anoopum S. Gupta (IEEE Access, 2019)

Continuous Dice Coefficient: a Method for Evaluating Probabilistic Segmentations. - Reuben R. Shamir; Yuval Duchin; Jinyoung Kim; Guillermo Sapiro; Noam Harel (CoRR, 2019)

Scale-Equivariant Neural Networks with Decomposed Convolutional Filters. - Wei Zhu 007; Qiang Qiu 001; A. Robert Calderbank; Guillermo Sapiro; Xiuyuan Cheng (CoRR, 2019)

Domain-invariant Learning using Adaptive Filter Decomposition. - Ze Wang 008; Xiuyuan Cheng; Guillermo Sapiro; Qiang Qiu 001 (CoRR, 2019)

Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare. - Natalia Martínez; Martín Bertrán; Guillermo Sapiro (CoRR, 2019)

Stop Memorizing: A Data-Dependent Regularization Framework for Intrinsic Pattern Learning. - Wei Zhu 007; Qiang Qiu 001; Bao Wang 001; Jianfeng Lu 001; Guillermo Sapiro; Ingrid Daubechies (SIAM J. Math. Data Sci., 2019)

Development of Algorithms for Automated Detection of Cervical Pre-Cancers With a Low-Cost, Point-of-Care, Pocket Colposcope. - Mercy Nyamewaa Asiedu; Anish K. Simhal; Usamah N. Chaudhary; Jenna L. Mueller; Christopher T. Lam; John W. Schmitt; Gino Venegas; Guillermo Sapiro; Nimmi Ramanujam (IEEE Trans. Biomed. Eng., 2019)

Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors. - Gilad Cohen; Guillermo Sapiro; Raja Giryes (CVPR, 2020)

Combining multiple contrasts for improving machine learning-based classification of cervical cancers with a low-cost point-of-care Pocket colposcope. - Mercy Nyamewaa Asiedu; Erica Skerrett; Guillermo Sapiro; Nirmala Ramanujam (EMBC, 2020)

Stochastic Conditional Generative Networks with Basis Decomposition. - Ze Wang 008; Xiuyuan Cheng; Guillermo Sapiro; Qiang Qiu 001 (ICLR, 2020)

Minimax Pareto Fairness: A Multi Objective Perspective. - Natalia Martínez; Martín Bertrán; Guillermo Sapiro (ICML, 2020)

Attention-Based Network for Weak Labels in Neonatal Seizure Detection. - Dmitry Yu. Isaev; Dmitry Tchapyjnikov; C. Michael Cotten; David Tanaka; Natalia Martínez; Martín Bertrán; Guillermo Sapiro; David E. Carlson (MLHC, 2020)

Instance-based Generalization in Reinforcement Learning. - Martín Bertrán; Natalia Martínez; Mariano Phielipp; Guillermo Sapiro (NeurIPS, 2020)

A Dictionary Approach to Domain-Invariant Learning in Deep Networks. - Ze Wang 008; Xiuyuan Cheng; Guillermo Sapiro; Qiang Qiu 001 (NeurIPS, 2020)

Nested Learning For Multi-Granular Tasks. - Raphaël Achddou; J. Matías Di Martino; Guillermo Sapiro (CoRR, 2020)

ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution. - Ze Wang 008; Xiuyuan Cheng; Guillermo Sapiro; Qiang Qiu 001 (CoRR, 2020)

Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method. - J. Matías Di Martino; Fernando Suzacq; Mauricio Delbracio; Qiang Qiu 001; Guillermo Sapiro (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Corrections to "Deep Neural Networks With Random Gaussian Weights: A Universal Classification Strategy?". - Raja Giryes; Guillermo Sapiro; Alex M. Bronstein (IEEE Trans. Signal Process., 2020)

Using Text To Teach Image Retrieval. - Haoyu Dong 003; Ze Wang 008; Qiang Qiu 001; Guillermo Sapiro (CVPR Workshops, 2021)

Nested Learning for Multi-Level Classification. - Raphaël Achddou; J. Matías Di Martino; Guillermo Sapiro (ICASSP, 2021)

Blind Pareto Fairness and Subgroup Robustness. - Natalia Martínez; Martín Bertrán; Afroditi Papadaki; Miguel R. D. Rodrigues; Guillermo Sapiro (ICML, 2021)

Cirrus: A Long-range Bi-pattern LiDAR Dataset. - Ze Wang 008; Sihao Ding 002; Ying Li; Jonas Fenn; Sohini Roychowdhury; Andreas Wallin; Lane Martin; Scott Ryvola; Guillermo Sapiro; Qiang Qiu 001 (ICRA, 2021)

GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions. - Chenfei Wu; Lun Huang; Qianxi Zhang; Binyang Li; Lei Ji 001; Fan Yang 024; Guillermo Sapiro; Nan Duan (CoRR, 2021)

Federating for Learning Group Fair Models. - Afroditi Papadaki; Natalia Martínez; Martín Bertrán; Guillermo Sapiro; Miguel R. D. Rodrigues (CoRR, 2021)

Adversarial Factor Models for the Generation of Improved Autism Diagnostic Biomarkers. - William E. Carson IV; Dmitry Yu. Isaev; Samantha Major; Guillermo Sapiro; Geraldine Dawson; David E. Carlson (CoRR, 2021)

Distributionally Robust Group Backwards Compatibility. - Martín Bertrán; Natalia Martínez; Alex Oesterling; Guillermo Sapiro (CoRR, 2021)

A Scalable Off-the-Shelf Framework for Measuring Patterns of Attention in Young Children and Its Application in Autism Spectrum Disorder. - Matthieu Bovery; Geraldine Dawson; Jordan Hashemi; Guillermo Sapiro (IEEE Trans. Affect. Comput., 2021)

Computer Vision Analysis for Quantification of Autism Risk Behaviors. - Jordan Hashemi; Geraldine Dawson; Kimberly L. H. Carpenter; Kathleen Campbell; Qiang Qiu 001; Steven Espinosa; Samuel Marsan; Jeffrey P. Baker; Helen Link Egger; Guillermo Sapiro (IEEE Trans. Affect. Comput., 2021)

Rethinking Shape From Shading for Spoofing Detection. - J. Matías Di Martino; Qiang Qiu 001; Guillermo Sapiro (IEEE Trans. Image Process., 2021)

Minimax Demographic Group Fairness in Federated Learning. - Afroditi Papadaki; Natalia Martínez; Martín Bertrán; Guillermo Sapiro; Miguel R. D. Rodrigues (FAccT, 2022)

Detection of Oculomotor Dysmetria From Mobile Phone Video of the Horizontal Saccades Task Using Signal Processing and Machine Learning Approaches. - Hamed Azami; Zhuoqing Chang; Steven E. Arnold; Guillermo Sapiro; Anoopum S. Gupta (IEEE Access, 2022)

Computational and image processing methods for analysis and automation of anatomical alignment and joint spacing in reconstructive surgery. - Usamah N. Chaudhary; Cambre N. Kelly; Benjamin R. Wesorick; Cameron M. Reese; Ken Gall; Samuel B. Adams; Guillermo Sapiro; J. Matías Di Martino (Int. J. Comput. Assist. Radiol. Surg., 2022)

Consistent Collaborative Filtering via Tensor Decomposition. - Shiwen Zhao; Charles Crissman; Guillermo R. Sapiro (CoRR, 2022)

Scaling-Translation-Equivariant Networks with Decomposed Convolutional Filters. - Wei Zhu 007; Qiang Qiu 001; A. Robert Calderbank; Guillermo Sapiro; Xiuyuan Cheng (J. Mach. Learn. Res., 2022)

Automatic Neurocranial Landmarks Detection from Visible Facial Landmarks Leveraging 3D Head Priors. - Oded Schlesinger; Raj Kundu; Stefan M. Goetz; Guillermo Sapiro; Angel V. Peterchev; J. Matías Di Martino (CLIP/FAIMI/EPIMI@MICCAI, 2023)

Simulation-based Inference for Cardiovascular Models. - Antoine Wehenkel; Jens Behrmann; Andrew C. Miller; Guillermo Sapiro; Ozan Sener; Marco Cuturi; Jörn-Henrik Jacobsen (CoRR, 2023)

Motion robust magnetic resonance imaging via efficient Fourier aggregation. - Oren Solomon; Rémi Patriat; Henry Braun; Tara E. Palnitkar; Steen Moeller; Edward J. Auerbach; Kâmil Ugurbil; Guillermo Sapiro; Noam Harel (Medical Image Anal., 2023)

Modeling personalized heart rate response to exercise and environmental factors with wearables data. - Achille Nazaret; Sana Tonekaboni; Gregory Darnell; Shirley You Ren; Guillermo Sapiro; Andrew C. Miller (npj Digit. Medicine, 2023)

A tablet-based game for the assessment of visual motor skills in autistic children. - 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 (npj Digit. Medicine, 2023)

Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder. - Pradeep Raj Krishnappa Babu; J. Matías Di Martino; Zhuoqing Chang; Sam Perochon; Kimberly L. H. Carpenter; Scott Compton; Steven Espinosa; Geraldine Dawson; Guillermo Sapiro (IEEE Trans. Affect. Comput., 2023)

Robust Hybrid Learning With Expert Augmentation. - Antoine Wehenkel; Jens Behrmann; Hsiang Hsu; Guillermo Sapiro; Gilles Louppe; Jörn-Henrik Jacobsen (Trans. Mach. Learn. Res., 2023)

Consistent Collaborative Filtering via Tensor Decomposition. - Shiwen Zhao; Guillermo Sapiro (Trans. Mach. Learn. Res., 2023)

Enhancing early autism prediction based on electronic records using clinical narratives. - Junya Chen; Matthew Engelhard; Ricardo Henao; Samuel Berchuck; Brian Eichner; Eliana M. Perrin; Guillermo Sapiro; Geraldine Dawson (J. Biomed. Informatics, 2023)

Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers. - Natalia Martínez; Martín Bertrán; Guillermo Sapiro (AISTATS, 2024)

Large-scale Validation of a Scalable and Portable Behavioral Digital Screening Tool for Autism at Home. - 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 (CHI Extended Abstracts, 2024)

PQ-VAE: Learning Hierarchical Discrete Representations with Progressive Quantization. - Lun Huang; Qiang Qiu 001; Guillermo Sapiro (CVPR Workshops, 2024)

From Geometry to Causality- Ricci Curvature and the Reliability of Causal Inference on Networks. - Amirhossein Farzam; Allen R. Tannenbaum; Guillermo Sapiro (ICML, 2024)

Digital Phenotyping based on a Mobile App Identifies Distinct and Overlapping Features in Children Diagnosed with Autism versus ADHD. - 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 (UIST (Adjunct Volume), 2024)

Scalp surface estimation and head registration using sparse sampling and 3D statistical models. - Oded Schlesinger; Raj Kundu; Dmitry Isaev; Jessica Y. Choi; Stefan M. Goetz; Dennis A. Turner; Guillermo Sapiro; Angel V. Peterchev; J. Matías Di Martino (Comput. Biol. Medicine, 2024)

Federated Fairness without Access to Sensitive Groups. - Afroditi Papadaki; Natalia Martínez; Martín Bertrán; Guillermo Sapiro; Miguel R. D. Rodrigues (CoRR, 2024)

Vision Transformers with Natural Language Semantics. - Young-Kyung Kim; J. Matías Di Martino; Guillermo Sapiro (CoRR, 2024)

Addressing Misspecification in Simulation-based Inference through Data-driven Calibration. - Antoine Wehenkel; Juan L. Gamella; Ozan Sener; Jens Behrmann; Guillermo Sapiro; Marco Cuturi; Jörn-Henrik Jacobsen (CoRR, 2024)

Leveraging Cardiovascular Simulations for In-Vivo Prediction of Cardiac Biomarkers. - Laura Manduchi; Antoine Wehenkel; Jens Behrmann; Luca Pegolotti; Andy C. Miller; Ozan Sener; Marco Cuturi; Guillermo Sapiro; Jörn-Henrik Jacobsen (CoRR, 2024)

Generalizing Neural Additive Models via Statistical Multimodal Analysis. - Young-Kyung Kim; J. Matías Di Martino; Guillermo Sapiro (Trans. Mach. Learn. Res., 2024)

SSOLE: Rethinking Orthogonal Low-rank Embedding for Self-Supervised Learning. - Lun Huang; Qiang Qiu 001; Guillermo Sapiro (ICLR, 2025)

Autoregressive Models in Vision: A Survey. - Jing Xiong; Gongye Liu; Lun Huang; Chengyue Wu; Taiqiang Wu; Yao Mu 001; Yuan Yao; Hui Shen; Zhongwei Wan; Jinfa Huang; Chaofan Tao; Shen Yan; et al. (Trans. Mach. Learn. Res., 2025)

FoldDiff: Folding in Point Cloud Diffusion. - Yuzhou Zhao; J. Matías Di Martino; Amirhossein Farzam; Guillermo Sapiro (Trans. Mach. Learn. Res., 2025)