| 2026 | ACL | CLARO: Controlled Attribute-Driven Reasoning Optimization for Efficient Chain-of-Thought. | Oded Schlesinger, Young Kyung Kim, J. Matas Di Martino, Guillermo Sapiro |
| 2025 | ICLR | SSOLE: Rethinking Orthogonal Low-rank Embedding for Self-Supervised Learning. | Lun Huang, Qiang Qiu, Guillermo Sapiro |
| 2025 | ICML | Addressing Misspecification in Simulation-based Inference through Data-driven Calibration. | Antoine Wehenkel, Juan L. Gamella, Ozan Sener, Jens Behrmann, Guillermo Sapiro, Jrn-Henrik Jacobsen, Marco Cuturi |
| 2024 | AISTATS | Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers. | Natalia Martnez, Martn Bertrn, Guillermo Sapiro |
| 2024 | CHI | Large-scale Validation of a Scalable and Portable Behavioral Digital Screening Tool for Autism at Home. | Pradeep Raj Krishnappa Babu, J. Matas Di Martino, Kimberly L. H. Carpenter, Scott Compton, Naomi Davis, Brian Eichner, Steven Espinosa, Lauren Franz, Sam Perochon, Geraldine Dawson, Guillermo Sapiro |
| 2024 | CVPR | PQ-VAE: Learning Hierarchical Discrete Representations with Progressive Quantization. | Lun Huang, Qiang Qiu, Guillermo Sapiro |
| 2024 | ICML | From Geometry to Causality- Ricci Curvature and the Reliability of Causal Inference on Networks. | Amirhossein Farzam, Allen R. Tannenbaum, Guillermo Sapiro |
| 2024 | UIST | 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. Matas Di Martino, Steven Espinosa, Naomi Davis, Lauren Franz, Marina Spanos, Geraldine Dawson, Guillermo Sapiro |
| 2021 | CVPR | Using Text To Teach Image Retrieval. | Haoyu Dong, Ze Wang, Qiang Qiu, Guillermo Sapiro |
| 2021 | ICASSP | Nested Learning for Multi-Level Classification. | Raphal Achddou, J. Matas Di Martino, Guillermo Sapiro |
| 2021 | ICML | Blind Pareto Fairness and Subgroup Robustness. | Natalia Martnez, Martn Bertrn, Afroditi Papadaki, Miguel R. D. Rodrigues, Guillermo Sapiro |
| 2021 | ICRA | Cirrus: A Long-range Bi-pattern LiDAR Dataset. | Ze Wang, Sihao Ding, Ying Li, Jonas Fenn, Sohini Roychowdhury, Andreas Wallin, Lane Martin, Scott Ryvola, Guillermo Sapiro, Qiang Qiu |
| 2020 | CVPR | Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors. | Gilad Cohen, Guillermo Sapiro, Raja Giryes |
| 2020 | ICLR | Stochastic Conditional Generative Networks with Basis Decomposition. | Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu |
| 2020 | ICML | Minimax Pareto Fairness: A Multi Objective Perspective. | Natalia Martnez, Martn Bertrn, Guillermo Sapiro |
| 2019 | ICIP | Non-Contact Photoplethysmogram and Instantaneous Heart Rate Estimation from Infrared Face Video. | Natalia Martnez, Martn Bertrn, Guillermo Sapiro, Hau-Tieng Wu |
| 2019 | ICLR | RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks. | Xiuyuan Cheng, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro |
| 2019 | ICML | Adversarially Learned Representations for Information Obfuscation and Inference. | Martn Bertrn, Natalia Martnez, Afroditi Papadaki, Qiang Qiu, Miguel R. D. Rodrigues, Galen Reeves, Guillermo Sapiro |
| 2018 | CogSci | 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 |
| 2018 | CVPR | OL: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning. | Jos Lezama, Qiang Qiu, Pablo Mus, Guillermo Sapiro |
| 2018 | CVPR | LDMNet: Low Dimensional Manifold Regularized Neural Networks. | Wei Zhu, Qiang Qiu, Jiaji Huang, A. Robert Calderbank, Guillermo Sapiro, Ingrid Daubechies |
| 2018 | ECCV | ForestHash: Semantic Hashing with Shallow Random Forests and Tiny Convolutional Networks. | Qiang Qiu, Jos Lezama, Alexander M. Bronstein, Guillermo Sapiro |
| 2018 | ICASSP | A Practical Guide to Multi-Image Alignment. | Cecilia Aguerrebere, Mauricio Delbracio, Alberto Bartesaghi, Guillermo Sapiro |
| 2018 | ICASSP | Classifying Pump-Probe Images of Melanocytic Lesions Using the WEYL Transform. | Hyun Keun Ahn, Qiang Qiu, Edward Bosch, Andrew Thompson, Francisco E. Robles, Guillermo Sapiro, Warren S. Warren, A. Robert Calderbank |
| 2018 | ICASSP | The Learned Inexact Project Gradient Descent Algorithm. | Raja Giryes, Yonina C. Eldar, Alexander M. Bronstein, Guillermo Sapiro |
| 2018 | ICML | DCFNet: Deep Neural Network with Decomposed Convolutional Filters. | Qiang Qiu, Xiuyuan Cheng, A. Robert Calderbank, Guillermo Sapiro |
| 2017 | AISTATS | Generalization Error of Invariant Classifiers. | Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues |
| 2017 | CVPR | Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-Spectral Hallucination and Low-Rank Embedding. | Jos Lezama, Qiang Qiu, Guillermo Sapiro |
| 2017 | CVPR | Deep Video Deblurring for Hand-Held Cameras. | Shuochen Su, Mauricio Delbracio, Jue Wang, Guillermo Sapiro, Wolfgang Heidrich, Oliver Wang |
| 2017 | CVPR | Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting. | Mariano Tepper, Guillermo Sapiro |
| 2017 | CVPR | Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model. | Qixiang Ye, Tianliang Zhang, Wei Ke, Qiang Qiu, Jie Chen, Guillermo Sapiro, Baochang Zhang |
| 2017 | MICCAI | 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 |
| 2016 | HCI | Synthesis-Based Low-Cost Gaze Analysis. | Zhuoqing Chang, Qiang Qiu, Guillermo Sapiro |
| 2016 | ICASSP | A short-graph fourier transform via personalized pagerank vectors. | Mariano Tepper, Guillermo Sapiro |
| 2015 | BMVC | Low-Rank Spatio-Temporal Video Segmentation. | Alasdair Newson, Mariano Tepper, Guillermo Sapiro |
| 2015 | CIARP | From Local to Global Communities in Large Networks Through Consensus. | Mariano Tepper, Guillermo Sapiro |
| 2015 | CVPR | Burst deblurring: Removing camera shake through fourier burst accumulation. | Mauricio Delbracio, Guillermo Sapiro |
| 2015 | ICASSP | Alignment with intra-class structure can improve classification. | Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Miguel R. D. Rodrigues, Guillermo Sapiro |
| 2015 | ICCV | Geometry-Aware Deep Transform. | Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro |
| 2015 | ICIP | Intel realsense = Real low cost gaze. | Mark Draelos, Qiang Qiu, Alexander M. Bronstein, Guillermo Sapiro |
| 2015 | ICIP | Cross-modality pose-invariant facial expression. | Jordan Hashemi, Qiang Qiu, Guillermo Sapiro |
| 2015 | ICIP | Clinical deep brain stimulation region prediction using regression forests from high-field MRI. | Jinyoung Kim, Yuval Duchin, Guillermo Sapiro, Jerrold L. Vitek, Noam Harel |
| 2015 | ICIP | Multi-temporal foreground detection in videos. | Mariano Tepper, Alasdair Newson, Pablo Sprechmann, Guillermo Sapiro |
| 2015 | MICCAI | 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 |
| 2015 | MICCAI | 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 |
| 2014 | CVPR | Low-Cost Compressive Sensing for Color Video and Depth. | Xin Yuan, Patrick Llull, Xuejun Liao, Jianbo Yang, David J. Brady, Guillermo Sapiro, Lawrence Carin |
| 2014 | ICASSP | 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 |
| 2014 | ICASSP | All for one, one for all: Consensus community detection in networks. | Mariano Tepper, Guillermo Sapiro |
| 2014 | ICIP | Learning Transformations. | Qiang Qiu, Guillermo Sapiro |
| 2014 | ICIP | Learning compressed image classification features. | Qiang Qiu, Guillermo Sapiro |
| 2014 | ICIP | Intersecting 2D lines: A simple method for detecting vanishing points. | Mariano Tepper, Guillermo Sapiro |
| 2013 | BMVC | Reflective Symmetry Detection by Rectifying Randomized Correspondences. | Zhongwei Tang, Mariano Tepper, Guillermo Sapiro |
| 2013 | CIARP | Polyps Flagging in Virtual Colonoscopy. | Marcelo Fiori, Pablo Mus, Guillermo Sapiro |
| 2013 | CIARP | Ants Crawling to Discover the Community Structure in Networks. | Mariano Tepper, Guillermo Sapiro |
| 2013 | ICASSP | Learnable low rank sparse models for speech denoising. | Pablo Sprechmann, Alexander M. Bronstein, Michael M. Bronstein, Guillermo Sapiro |
| 2013 | ICASSP | Audio restoration from multiple copies. | Pablo Sprechmann, Alexander M. Bronstein, Jean-Michel Morel, Guillermo Sapiro |
| 2013 | ICCV | A Convex Optimization Framework for Active Learning. | Ehsan Elhamifar, Guillermo Sapiro, Allen Y. Yang, S. Shankar Sastry |
| 2013 | ICIP | Fast L1 smoothing splines with an application to Kinect depth data. | Mariano Tepper, Guillermo Sapiro |
| 2013 | ICIP | Gaussian mixture model for video compressive sensing. | Jianbo Yang, Xin Yuan, Xuejun Liao, Patrick Llull, Guillermo Sapiro, David J. Brady, Lawrence Carin |
| 2013 | ICIP | Adaptive temporal compressive sensing for video. | Xin Yuan, Jianbo Yang, Patrick Llull, Xuejun Liao, Guillermo Sapiro, David J. Brady, Lawrence Carin |
| 2013 | IROS | 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 |
| 2013 | MICCAI | 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, Christophe Lenglet, Essa Yacoub, Guillermo Sapiro, Kmil Ugurbil, Noam Harel, Arthur W. Toga, Kelvin O. Lim, Paul M. Thompson |
| 2012 | CIKM | If you are happy and you know it... tweet. | Amir Asiaee T., Mariano Tepper, Arindam Banerjee, Guillermo Sapiro |
| 2012 | CVPR | See all by looking at a few: Sparse modeling for finding representative objects. | Ehsan Elhamifar, Guillermo Sapiro, Ren Vidal |
| 2012 | ICASSP | Adapted statistical compressive sensing: Learning to sense gaussian mixture models. | Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro |
| 2012 | ICASSP | Semi-supervised multi-domain regression with distinct training sets. | Tomer Michaeli, Yonina C. Eldar, Guillermo Sapiro |
| 2012 | ICASSP | LOw-rank data modeling via the minimum description length principle. | Ignacio Ramrez, Guillermo Sapiro |
| 2012 | ICASSP | Gaussian mixture models for score-informed instrument separation. | Pablo Sprechmann, Pablo Cancela, Guillermo Sapiro |
| 2012 | ICIP | Decoupled coarse-to-fine matching and nonlinear regularization for efficient motion estimation. | Mariano Tepper, Guillermo Sapiro |
| 2012 | ICML | Learning Efficient Structured Sparse Models. | Alexander M. Bronstein, Pablo Sprechmann, Guillermo Sapiro |
| 2012 | IROS | 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 |
| 2012 | ICRA | 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 |
| 2012 | IGARSS | Sparse modeling for hyperspectral imagery with LiDAR data fusion for subpixel mapping. | Alexey Castrodad, Timothy Khuon, Robert Rand, Guillermo Sapiro |
| 2012 | WACV | 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 |
| 2012 | SDM | Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information. | Tinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guillermo Sapiro |
| 2011 | ICASSP | Efficient matrix completion with Gaussian models. | Flavien Lger, Guoshen Yu, Guillermo Sapiro |
| 2011 | ICASSP | Sparse coding and dictionary learning based on the MDL principle. | Ignacio Ramrez, Guillermo Sapiro |
| 2011 | ICASSP | Collaborative sources identification in mixed signals via hierarchical sparse modeling. | Pablo Sprechmann, Ignacio Ramrez, Pablo Cancela, Guillermo Sapiro |
| 2011 | ICASSP | Statistical compressive sensing of Gaussian mixture models. | Guoshen Yu, Guillermo Sapiro |
| 2011 | ICASSP | Covariate-dependent dictionary learning and sparse coding. | Mingyuan Zhou, Hongxia Yang, Guillermo Sapiro, David B. Dunson, Lawrence Carin |
| 2011 | ICIP | Hierarchical invariant sparse modeling for image analysis. | Leah Bar, Guillermo Sapiro |
| 2011 | ICML | The Hierarchical Beta Process for Convolutional Factor Analysis and Deep Learning. | Bo Chen, Gungor Polatkan, Guillermo Sapiro, David B. Dunson, Lawrence Carin |
| 2011 | ICML | On the Integration of Topic Modeling and Dictionary Learning. | Lingbo Li, Mingyuan Zhou, Guillermo Sapiro, Lawrence Carin |
| 2010 | CISS | Collaborative hierarchical sparse modeling. | Pablo Sprechmann, Ignacio Ramrez, Guillermo Sapiro, Yonina C. Eldar |
| 2010 | CVPR | Classification and clustering via dictionary learning with structured incoherence and shared features. | Ignacio Ramrez, Pablo Sprechmann, Guillermo Sapiro |
| 2010 | ECCV | Dynamic Color Flow: A Motion-Adaptive Color Model for Object Segmentation in Video. | Xue Bai, Jue Wang, Guillermo Sapiro |
| 2010 | ICASSP | Hierarchical dictionary learning for invariant classification. | Leah Bar, Guillermo Sapiro |
| 2010 | ICASSP | Dictionary learning and sparse coding for unsupervised clustering. | Pablo Sprechmann, Guillermo Sapiro |
| 2010 | ICIP | Discriminative sparse representations in hyperspectral imagery. | Alexey Castrodad, Zhengming Xing, John B. Greer, Edward Bosch, Lawrence Carin, Guillermo Sapiro |
| 2010 | ICIP | Nonparametric image interpolation and dictionary learning using spatially-dependent Dirichlet and beta process priors. | John W. Paisley, Mingyuan Zhou, Guillermo Sapiro, Lawrence Carin |
| 2010 | ICIP | Image modeling and enhancement via structured sparse model selection. | Guoshen Yu, Guillermo Sapiro, Stphane Mallat |
| 2010 | MICCAI | ODF Maxima Extraction in Spherical Harmonic Representation via Analytical Search Space Reduction. | Iman Aganj, Christophe Lenglet, Guillermo Sapiro |
| 2009 | ICCV | Non-local sparse models for image restoration. | Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman |
| 2009 | ICCV | Seeing 3D objects in a single 2D image. | Diego Rother, Guillermo Sapiro |
| 2009 | ICIP | Multiple shape models for simultaneous object classification and segmentation. | Federico Lecumberry, Alvaro Pardo, Guillermo Sapiro |
| 2009 | ICML | Online dictionary learning for sparse coding. | Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro |
| 2009 | ICML | Discriminative | Arthur Szlam, Guillermo Sapiro |
| 2009 | MICCAI | Multiple Q-Shell ODF Reconstruction in Q-Ball Imaging. | Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Essa Yacoub, Kmil Ugurbil, Noam Harel |
| 2008 | CVPR | Three-dimensional point cloud recognition via distributions of geometric distances. | Mona Mahmoudi, Guillermo Sapiro |
| 2008 | CVPR | Discriminative learned dictionaries for local image analysis. | Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman |
| 2008 | CVPR | 3D priors for scene learning from a single view. | Diego Rother, Kedar A. Patwardhan, Iman Aganj, Guillermo Sapiro |
| 2008 | CVPR | Super-resolution texturing for online virtual globes. | Diego Rother, Lance Williams, Guillermo Sapiro |
| 2008 | ICIP | Generalized Newton methods for energy formulations in image procesing. | Leah Bar, Guillermo Sapiro |
| 2007 | CVPR | Connecting the Out-of-Sample and Pre-Image Problems in Kernel Methods. | Pablo Arias, Gregory Randall, Guillermo Sapiro |
| 2007 | CVPR | Regularized Mixed Dimensionality and Density Learning in Computer Vision. | Gloria Haro, Gregory Randall, Guillermo Sapiro |
| 2007 | ICCV | A Geodesic Framework for Fast Interactive Image and Video Segmentation and Matting. | Xue Bai, Guillermo Sapiro |
| 2007 | ICCV | A Variational Framework for Simultaneous Motion Estimation and Restoration of Motion-Blurred Video. | Leah Bar, Benjamin Berkels, Martin Rumpf, Guillermo Sapiro |
| 2007 | ICCV | What Can Casual Walkers Tell Us About A 3D Scene? | Diego Rother, Kedar A. Patwardhan, Guillermo Sapiro |
| 2007 | ICIP | Distancecut: Interactive Segmentation and Matting of Images and Videos. | Xue Bai, Guillermo Sapiro |
| 2007 | ICIP | Multiscale Sparse Image Representationwith Learned Dictionaries. | Julien Mairal, Guillermo Sapiro, Michael Elad |
| 2007 | ICIP | A Graph-Based Foreground Representation and its Application in Example Based People Matching in Video. | Kedar A. Patwardhan, Guillermo Sapiro, Vassilios Morellas |
| 2005 | ICIP | Tracking of moving objects under severe and total occlusions. | Alberto Bartesaghi, Guillermo Sapiro |
| 2005 | ICIP | Video inpainting of occluding and occluded objects. | Kedar A. Patwardhan, Guillermo Sapiro, Marcelo Bertalmo |
| 2005 | ICIP | Inpainting the colors. | Guillermo Sapiro |
| 2004 | ICIP | Non-photorealistic rendering from multiple images. | Alberto Bartesaghi, Guillermo Sapiro, Thomas Malzbender, Dan Gelb |
| 2004 | ICIP | Automatic image decomposition. | Kedar A. Patwardhan, Guillermo Sapiro |
| 2004 | ICIP | Lightfield completion. | Liron Yatziv, Guillermo Sapiro, Marc Levoy |
| 2004 | SIGGRAPH | Level set and PDE methods for computer graphics. | David E. Breen, Ron Fedkiw, Ken Museth, Stanley J. Osher, Guillermo Sapiro, Ross T. Whitaker |
| 2004 | SGP | Comparing Point Clouds. | Facundo Mmoli, Guillermo Sapiro |
| 2003 | CVPR | Simultaneous Structure and Texture Image Inpainting. | Marcelo Bertalmo, Luminita A. Vese, Guillermo Sapiro, Stanley J. Osher |
| 2003 | ICIP | Image filling-in in a decomposition space. | Marcelo Bertalmo, Luminita A. Vese, Guillermo Sapiro, Stanley J. Osher |
| 2003 | ICIP | Projection based image and video inpainting using wavelets. | Kedar A. Patwardhan, Guillermo Sapiro |
| 2003 | ICIP | Color histogram equalization through mesh deformation. | Eric Pichon, Marc Niethammer, Guillermo Sapiro |
| 2003 | ICIP | Morse description and geometric encoding of DEM data. | Andres Fco. Sol, Vicent Caselles, Guillermo Sapiro, Francesc Arndiga |
| 2003 | ICIP | Inpainting surface holes. | Joan Verdera, Vicent Caselles, Marcelo Bertalmo, Guillermo Sapiro |
| 2003 | MICCAI | 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 |
| 2002 | ICIP | Visualization of high dynamic range images. | Alvaro Pardo, Guillermo Sapiro |
| 2002 | ICIP | Structure and texture filling-in of missing image blocks in wireless transmission and compression. | Shantanu Rane, Marcelo Bertalmo, Guillermo Sapiro |
| 2002 | ICIP | Wavelet-domain reconstruction of lost blocks in wireless image transmission and packet-switched networks. | Shantanu Rane, Jeremiah Remus, Guillermo Sapiro |
| 2001 | CVPR | Navier-Stokes, Fluid Dynamics, and Image and Video Inpainting. | Marcelo Bertalmo, Andrea L. Bertozzi, Guillermo Sapiro |
| 2001 | ICCV | A Variational Model for Filling-In Gray Level and Color Images. | Coloma Ballester, Vicent Caselles, Joan Verdera, Marcelo Bertalmo, Guillermo Sapiro |
| 2001 | ICCV | Affine Invariant Erosion of 3D Shapes. | Santiago Betel, Guillermo Sapiro, Allen R. Tannenbaum |
| 2001 | ICIP | Missile tracking using knowledge-based adaptive thresholding. | Steven Haker, Guillermo Sapiro, Allen R. Tannenbaum, Donald Washburn |
| 2000 | ECCV | Noise-Resistant Affine Skeletons of Planar Curves. | Santiago Betel, Guillermo Sapiro, Allen R. Tannenbaum, Peter J. Giblin |
| 2000 | ICIP | Segmentation-Free Skeletonization of Gray-Scale Images via PDE's. | Do Hyun Chung, Guillermo Sapiro |
| 2000 | ICIP | Segmenting Skin Lesions with Partial Differential Equations Based Image Processing Algorithms. | Do Hyun Chung, Guillermo Sapiro |
| 2000 | ICIP | Using Anisotropic Diffusion of Probability Maps for Activity Detection in Block-Design Functional MRI. | Hong Shan Neoh, Guillermo Sapiro |
| 2000 | ICIP | Vector Probability Diffusion. | Alvaro Pardo, Guillermo Sapiro |
| 2000 | ICIP | Chromaticity Diffusion. | Bei Tang, Guillermo Sapiro, Vicent Caselles |
| 2000 | SIGGRAPH | Image inpainting. | Marcelo Bertalmo, Guillermo Sapiro, Vicent Caselles, Coloma Ballester |
| 1999 | ICCV | Direction Diffusion. | Bei Tang, Guillermo Sapiro, Vicent Caselles |
| 1999 | ICIP | Vector Median Filters, Morphology, and PDE's: Theoretical Connections. | Vicent Caselles, Guillermo Sapiro, Do Hyun Chung |
| 1999 | ICIP | From LOCO-I to the JPEG-LS Standard. | Marcelo J. Weinberger, Gadiel Seroussi, Guillermo Sapiro |
| 1998 | ICCV | Affine Invariant Medial Axis and Skew Symmetry. | Peter J. Giblin, Guillermo Sapiro |
| 1998 | ICCV | Bilinear Voting. | Guillermo Sapiro |
| 1998 | ICCV | Segmentating Cortical Gray Matter for Functional MRI Visualization. | P. C. Teo, Guillermo Sapiro, Brian A. Wandell |
| 1998 | ICIP | Morphing Active Contours: A Geometric Approach to Topology-Independent Image Segmentation and Tracking. | Marcelo Bertalmo, Guillermo Sapiro, Gregory Randall |
| 1998 | ICIP | Knowledge-based Segmentation of SAR Images. | Steven Haker, Guillermo Sapiro, Allen R. Tannenbaum |
| 1998 | ICIP | Segmenting Neurons in Electronic Microscopy via Geometric Tracing. | Luis Vzquez, Guillermo Sapiro, Gregory Randall |
| 1997 | ICIP | Robust Anisotropic Diffusion and Sharpening of Scalar and Vector Images. | Michael J. Black, Guillermo Sapiro, David H. Marimont, David Heeger |
| 1997 | ICIP | Shape Preserving Local Contrast Enhancement. | Vicent Caselles, Jose Luis Lisani, Jean-Michel Morel, Guillermo Sapiro |
| 1997 | ICIP | Anisotropic Smoothing of Posterior Probabilities. | P. C. Teo, Guillermo Sapiro, Brian A. Wandell |
| 1996 | CVPR | Affine Invariant Detection: Edges, Active Contours, and Segments. | Peter J. Olver, Guillermo Sapiro, Allen R. Tannenbaum |
| 1996 | CVPR | Vector-Valued Active Contours. | Guillermo Sapiro |
| 1996 | DCC | Loco-I: A Low Complexity, Context-Based, Lossless Image Compression Algorithm. | Marcelo J. Weinberger, Gadiel Seroussi, Guillermo Sapiro |
| 1996 | ECCV | Three Dimensional Object Modeling via Minimal Surfaces. | Vicent Caselles, Ron Kimmel, Guillermo Sapiro, Catalina Sbert |
| 1996 | ICIP | From active contours to anisotropic diffusion: connections between basic PDE's in image processing. | Guillermo Sapiro |
| 1996 | ICIP | Vector (self) snakes: a geometric framework for color, texture, and multiscale image segmentation. | Guillermo Sapiro |
| 1995 | ICCV | Geodesic Active Contours. | Vicent Caselles, Ron Kimmel, Guillermo Sapiro |
| 1995 | ICIP | Geometric partial differential equations in image analysis: past, present, and future. | Guillermo Sapiro |
| 1995 | ICIP | Histogram modification via partial differential equations. | Guillermo Sapiro, Vicent Caselles |
| 1994 | ECCV | Area and Lenght Preserving Geometric Invariant Scale-Spaces. | Guillermo Sapiro, Allen R. Tannenbaum |
| 1994 | ICIP | Experiments on Geometric Image Enhancement. | Guillermo Sapiro, Allen R. Tannenbaum, Yu-Li You, Mostafa Kaveh |