Guillermo Sapiro

487 papers A* 48A 11B 30C 2Misc 22Journal 255Unranked 112

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	28.4 The Sensing, Computing, and Devices Opportunities of Computational Behavioral Phenotype: An Autism Spectrum Disorder Case Study. ISSCC Guillermo Sapiro, Matías Di Martino, Geraldine Dawson
2026	J	`jnl`	Hiding in Plain Text: Detecting Concealed Jailbreaks via Activation Disentanglement. CoRR Amirhossein Farzam, Majid Behabahani, Mani Malek, Yuriy Nevmyvaka, Guillermo Sapiro
2026	J	`jnl`	M2P: Improving Visual Foundation Models with Mask-to-Point Weakly-Supervised Learning for Dense Point Tracking. CoRR Qiangqiang Wu, Tianyu Yang, Bo Fang, Jia Wan, Matías Di Martino, Guillermo Sapiro, Antoni B. Chan
2026	J	`jnl`	Order-Aware Test-Time Adaptation: Leveraging Temporal Dynamics for Robust Streaming Inference. CoRR Young Kyung Kim, Oded Schlesinger, Qiangqiang Wu, J. Matías Di Martino, Guillermo Sapiro
2026	J	`jnl`	Toward Accurate and Accessible Markerless Neuronavigation. CoRR Ziye Xie, Oded Schlesinger, Raj Kundu, Jessica Y. Choi, Pablo A. Iturralde, Dennis A. Turner, Stefan M. Goetz, Guillermo Sapiro, Angel V. Peterchev, J. Matías Di Martino
2025	A*	`conf`	Addressing Misspecification in Simulation-based Inference through Data-driven Calibration. ICML Antoine Wehenkel, Juan L. Gamella, Ozan Sener, Jens Behrmann, Guillermo Sapiro, Jörn-Henrik Jacobsen, Marco Cuturi
2025	J	`jnl`	Autoregressive Models in Vision: A Survey. Trans. Mach. Learn. Res. Jing Xiong, Gongye Liu, Lun Huang, Chengyue Wu, Taiqiang Wu, Yao Mu, Yuan Yao, Hui Shen, Zhongwei Wan, Jinfa Huang, Chaofan Tao, Shen Yan, Huaxiu Yao, Lingpeng Kong, Hongxia Yang, Mi Zhang, Guillermo Sapiro, Jiebo Luo, Ping Luo, Ngai Wong
2025	J	`jnl`	Chain-of-Image Generation: Toward Monitorable and Controllable Image Generation. CoRR Young Kyung Kim, Oded Schlesinger, Yuzhou Zhao, J. Matías Di Martino, Guillermo Sapiro
2025	J	`jnl`	FoldDiff: Folding in Point Cloud Diffusion. Trans. Mach. Learn. Res. Yuzhou Zhao, J. Matías Di Martino, Amirhossein Farzam, Guillermo Sapiro
2025	J	`jnl`	Hybrid Modeling of Photoplethysmography for Non-invasive Monitoring of Cardiovascular Parameters. CoRR Emanuele Palumbo, Sorawit Saengkyongam, Maria R. Cervera, Jens Behrmann, Andrew C. Miller, Guillermo Sapiro, Christina Heinze-Deml, Antoine Wehenkel
2025	J	`jnl`	Inferring Optical Tissue Properties from Photoplethysmography using Hybrid Amortized Inference. CoRR Jens Behrmann, Maria R. Cervera, Antoine Wehenkel, Andrew C. Miller, Albert Cerussi, Pranay Jain, Vivek Venugopal, Shijie Yan, Guillermo Sapiro, Luca Pegolotti, Jörn-Henrik Jacobsen
2025	J	`jnl`	Plan-X: Instruct Video Generation via Semantic Planning. CoRR Lun Huang, You Xie, Hongyi Xu, Tianpei Gu, Chenxu Zhang, Guoxian Song, Zenan Li, Xiaochen Zhao, Linjie Luo, Guillermo Sapiro
2025	J	`jnl`	SPOT: Sparsification with Attention Dynamics via Token Relevance in Vision Transformers. CoRR Oded Schlesinger, Amirhossein Farzam, J. Matías Di Martino, Guillermo Sapiro
2025	A*	`conf`	SSOLE: Rethinking Orthogonal Low-rank Embedding for Self-Supervised Learning. ICLR Lun Huang, Qiang Qiu, Guillermo Sapiro
2025	J	`jnl`	Wrist Photoplethysmography Predicts Dietary Information. CoRR Kyle Verrier, Achille Nazaret, Joseph Futoma, Andrew C. Miller, Guillermo Sapiro
2024	A	`conf`	Achieving Group Distributional Robustness and Minimax Group Fairness with Interpolating Classifiers. AISTATS Natalia Martínez, Martín Bertrán, Guillermo Sapiro
2024	J	`jnl`	Addressing Misspecification in Simulation-based Inference through Data-driven Calibration. CoRR Antoine Wehenkel, Juan L. Gamella, Ozan Sener, Jens Behrmann, Guillermo Sapiro, Marco Cuturi, Jörn-Henrik Jacobsen
2024	J	`jnl`	Autoregressive Models in Vision: A Survey. CoRR Jing Xiong, Gongye Liu, Lun Huang, Chengyue Wu, Taiqiang Wu, Yao Mu, Yuan Yao, Hui Shen, Zhongwei Wan, Jinfa Huang, Chaofan Tao, Shen Yan, Huaxiu Yao, Lingpeng Kong, Hongxia Yang, Mi Zhang, Guillermo Sapiro, Jiebo Luo, Ping Luo, Ngai Wong
2024	—	`conf`	Digital Phenotyping based on a Mobile App Identifies Distinct and Overlapping Features in Children Diagnosed with Autism versus ADHD. UIST (Adjunct Volume) 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
2024	J	`jnl`	Federated Fairness without Access to Sensitive Groups. CoRR Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues
2024	A*	`conf`	From Geometry to Causality- Ricci Curvature and the Reliability of Causal Inference on Networks. ICML Amirhossein Farzam, Allen R. Tannenbaum, Guillermo Sapiro
2024	J	`jnl`	Generalizing Neural Additive Models via Statistical Multimodal Analysis. Trans. Mach. Learn. Res. Young Kyung Kim, J. Matías Di Martino, Guillermo Sapiro
2024	—	`conf`	Large-scale Validation of a Scalable and Portable Behavioral Digital Screening Tool for Autism at Home. CHI Extended Abstracts 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
2024	J	`jnl`	Leveraging Cardiovascular Simulations for In-Vivo Prediction of Cardiac Biomarkers. CoRR Laura Manduchi, Antoine Wehenkel, Jens Behrmann, Luca Pegolotti, Andy C. Miller, Ozan Sener, Marco Cuturi, Guillermo Sapiro, Jörn-Henrik Jacobsen
2024	—	`conf`	PQ-VAE: Learning Hierarchical Discrete Representations with Progressive Quantization. CVPR Workshops Lun Huang, Qiang Qiu, Guillermo Sapiro
2024	J	`jnl`	Scalp surface estimation and head registration using sparse sampling and 3D statistical models. Comput. Biol. Medicine Oded Schlesinger, Raj Kundu, Dmitry Isaev, Jessica Y. Choi, Stefan M. Goetz, Dennis A. Turner, Guillermo Sapiro, Angel V. Peterchev, J. Matías Di Martino
2024	J	`jnl`	Vision Transformers with Natural Language Semantics. CoRR Young Kyung Kim, J. Matías Di Martino, Guillermo Sapiro
2023	J	`jnl`	A tablet-based game for the assessment of visual motor skills in autistic children. npj Digit. Medicine 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
2023	—	`conf`	Automatic Neurocranial Landmarks Detection from Visible Facial Landmarks Leveraging 3D Head Priors. CLIP/FAIMI/EPIMI@MICCAI Oded Schlesinger, Raj Kundu, Stefan M. Goetz, Guillermo Sapiro, Angel V. Peterchev, J. Matías Di Martino
2023	J	`jnl`	Consistent Collaborative Filtering via Tensor Decomposition. Trans. Mach. Learn. Res. Shiwen Zhao, Guillermo Sapiro
2023	J	`jnl`	Enhancing early autism prediction based on electronic records using clinical narratives. J. Biomed. Informatics Junya Chen, Matthew Engelhard, Ricardo Henao, Samuel Berchuck, Brian Eichner, Eliana M. Perrin, Guillermo Sapiro, Geraldine Dawson
2023	J	`jnl`	Exploring Complexity of Facial Dynamics in Autism Spectrum Disorder. IEEE Trans. Affect. Comput. Pradeep Raj Krishnappa Babu, J. Matías Di Martino, Zhuoqing Chang, Sam Perochon, Kimberly L. H. Carpenter, Scott Compton, Steven Espinosa, Geraldine Dawson, Guillermo Sapiro
2023	J	`jnl`	Modeling personalized heart rate response to exercise and environmental factors with wearables data. npj Digit. Medicine Achille Nazaret, Sana Tonekaboni, Gregory Darnell, Shirley You Ren, Guillermo Sapiro, Andrew C. Miller
2023	J	`jnl`	Motion robust magnetic resonance imaging via efficient Fourier aggregation. Medical Image Anal. Oren Solomon, Rémi Patriat, Henry Braun, Tara E. Palnitkar, Steen Moeller, Edward J. Auerbach, Kâmil Ugurbil, Guillermo Sapiro, Noam Harel
2023	J	`jnl`	Robust Hybrid Learning With Expert Augmentation. Trans. Mach. Learn. Res. Antoine Wehenkel, Jens Behrmann, Hsiang Hsu, Guillermo Sapiro, Gilles Louppe, Jörn-Henrik Jacobsen
2023	J	`jnl`	Simulation-based Inference for Cardiovascular Models. CoRR Antoine Wehenkel, Jens Behrmann, Andrew C. Miller, Guillermo Sapiro, Ozan Sener, Marco Cuturi, Jörn-Henrik Jacobsen
2022	J	`jnl`	Computational and image processing methods for analysis and automation of anatomical alignment and joint spacing in reconstructive surgery. Int. J. Comput. Assist. Radiol. Surg. Usamah N. Chaudhary, Cambre N. Kelly, Benjamin R. Wesorick, Cameron M. Reese, Ken Gall, Samuel B. Adams, Guillermo Sapiro, J. Matías Di Martino
2022	J	`jnl`	Detection of Oculomotor Dysmetria From Mobile Phone Video of the Horizontal Saccades Task Using Signal Processing and Machine Learning Approaches. IEEE Access Hamed Azami, Zhuoqing Chang, Steven E. Arnold, Guillermo Sapiro, Anoopum S. Gupta
2022	—	`conf`	Minimax Demographic Group Fairness in Federated Learning. FAccT Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues
2022	J	`jnl`	Minimax Demographic Group Fairness in Federated Learning. CoRR Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues
2022	J	`jnl`	Robust Hybrid Learning With Expert Augmentation. CoRR Antoine Wehenkel, Jens Behrmann, Hsiang Hsu, Guillermo Sapiro, Gilles Louppe, Jörn-Henrik Jacobsen
2022	J	`jnl`	Scaling-Translation-Equivariant Networks with Decomposed Convolutional Filters. J. Mach. Learn. Res. Wei Zhu, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro, Xiuyuan Cheng
2021	J	`jnl`	A Scalable Off-the-Shelf Framework for Measuring Patterns of Attention in Young Children and Its Application in Autism Spectrum Disorder. IEEE Trans. Affect. Comput. Matthieu Bovery, Geraldine Dawson, Jordan Hashemi, Guillermo Sapiro
2021	J	`jnl`	Adversarial Factor Models for the Generation of Improved Autism Diagnostic Biomarkers. CoRR William E. Carson IV, Dmitry Yu. Isaev, Samantha Major, Guillermo Sapiro, Geraldine Dawson, David E. Carlson
2021	A*	`conf`	Blind Pareto Fairness and Subgroup Robustness. ICML Natalia Martínez, Martín Bertrán, Afroditi Papadaki, Miguel R. D. Rodrigues, Guillermo Sapiro
2021	A*	`conf`	Cirrus: A Long-range Bi-pattern LiDAR Dataset. ICRA Ze Wang, Sihao Ding, Ying Li, Jonas Fenn, Sohini Roychowdhury, Andreas Wallin, Lane Martin, Scott Ryvola, Guillermo Sapiro, Qiang Qiu
2021	J	`jnl`	Computer Vision Analysis for Quantification of Autism Risk Behaviors. IEEE Trans. Affect. Comput. Jordan Hashemi, Geraldine Dawson, Kimberly L. H. Carpenter, Kathleen Campbell, Qiang Qiu, Steven Espinosa, Samuel Marsan, Jeffrey P. Baker, Helen Link Egger, Guillermo Sapiro
2021	J	`jnl`	Distributionally Robust Group Backwards Compatibility. CoRR Martín Bertrán, Natalia Martínez, Alex Oesterling, Guillermo Sapiro
2021	J	`jnl`	Federating for Learning Group Fair Models. CoRR Afroditi Papadaki, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Miguel R. D. Rodrigues
2021	J	`jnl`	GODIVA: Generating Open-DomaIn Videos from nAtural Descriptions. CoRR Chenfei Wu, Lun Huang, Qianxi Zhang, Binyang Li, Lei Ji, Fan Yang, Guillermo Sapiro, Nan Duan
2021	Misc	`conf`	Nested Learning for Multi-Level Classification. ICASSP Raphaël Achddou, J. Matías Di Martino, Guillermo Sapiro
2021	J	`jnl`	Rethinking Shape From Shading for Spoofing Detection. IEEE Trans. Image Process. J. Matías Di Martino, Qiang Qiu, Guillermo Sapiro
2021	—	`conf`	Using Text To Teach Image Retrieval. CVPR Workshops Haoyu Dong, Ze Wang, Qiang Qiu, Guillermo Sapiro
2020	A*	`conf`	A Dictionary Approach to Domain-Invariant Learning in Deep Networks. NeurIPS Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu
2020	J	`jnl`	ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution. CoRR Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu
2020	—	`conf`	Attention-Based Network for Weak Labels in Neonatal Seizure Detection. MLHC Dmitry Yu. Isaev, Dmitry Tchapyjnikov, C. Michael Cotten, David Tanaka, Natalia Martínez, Martín Bertrán, Guillermo Sapiro, David E. Carlson
2020	J	`jnl`	Cirrus: A Long-range Bi-pattern LiDAR Dataset. CoRR Ze Wang, Sihao Ding, Ying Li, Jonas Fenn, Sohini Roychowdhury, Andreas Wallin, Lane Martin, Scott Ryvola, Guillermo Sapiro, Qiang Qiu
2020	—	`conf`	Combining multiple contrasts for improving machine learning-based classification of cervical cancers with a low-cost point-of-care Pocket colposcope. EMBC Mercy Nyamewaa Asiedu, Erica Skerrett, Guillermo Sapiro, Nirmala Ramanujam
2020	J	`jnl`	Corrections to "Deep Neural Networks With Random Gaussian Weights: A Universal Classification Strategy?". IEEE Trans. Signal Process. Raja Giryes, Guillermo Sapiro, Alex M. Bronstein
2020	A*	`conf`	Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors. CVPR Gilad Cohen, Guillermo Sapiro, Raja Giryes
2020	J	`jnl`	Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method. CoRR J. Matías Di Martino, Fernando Suzacq, Mauricio Delbracio, Qiang Qiu, Guillermo Sapiro
2020	J	`jnl`	Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method. IEEE Trans. Pattern Anal. Mach. Intell. J. Matías Di Martino, Fernando Suzacq, Mauricio Delbracio, Qiang Qiu, Guillermo Sapiro
2020	J	`jnl`	Instance based Generalization in Reinforcement Learning. CoRR Martín Bertrán, Natalia Martínez, Mariano Phielipp, Guillermo Sapiro
2020	A*	`conf`	Instance-based Generalization in Reinforcement Learning. NeurIPS Martín Bertrán, Natalia Martínez, Mariano Phielipp, Guillermo Sapiro
2020	A*	`conf`	Minimax Pareto Fairness: A Multi Objective Perspective. ICML Natalia Martínez, Martín Bertrán, Guillermo Sapiro
2020	J	`jnl`	Minimax Pareto Fairness: A Multi Objective Perspective. CoRR Natalia Martínez, Martín Bertrán, Guillermo Sapiro
2020	J	`jnl`	Nested Learning For Multi-Granular Tasks. CoRR Raphaël Achddou, J. Matías Di Martino, Guillermo Sapiro
2020	A*	`conf`	Stochastic Conditional Generative Networks with Basis Decomposition. ICLR Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu
2020	J	`jnl`	Using Text to Teach Image Retrieval. CoRR Haoyu Dong, Ze Wang, Qiang Qiu, Guillermo Sapiro
2019	A*	`conf`	Adversarially Learned Representations for Information Obfuscation and Inference. ICML Martín Bertrán, Natalia Martínez, Afroditi Papadaki, Qiang Qiu, Miguel R. D. Rodrigues, Galen Reeves, Guillermo Sapiro
2019	J	`jnl`	Continuous Dice Coefficient: a Method for Evaluating Probabilistic Segmentations. CoRR Reuben R. Shamir, Yuval Duchin, Jinyoung Kim, Guillermo Sapiro, Noam Harel
2019	J	`jnl`	Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors. CoRR Gilad Cohen, Guillermo Sapiro, Raja Giryes
2019	J	`jnl`	Development of Algorithms for Automated Detection of Cervical Pre-Cancers With a Low-Cost, Point-of-Care, Pocket Colposcope. IEEE Trans. Biomed. Eng. Mercy Nyamewaa Asiedu, Anish K. Simhal, Usamah N. Chaudhary, Jenna L. Mueller, Christopher T. Lam, John W. Schmitt, Gino Venegas, Guillermo Sapiro, Nimmi Ramanujam
2019	J	`jnl`	Domain-invariant Learning using Adaptive Filter Decomposition. CoRR Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu
2019	J	`jnl`	Fairness With Minimal Harm: A Pareto-Optimal Approach For Healthcare. CoRR Natalia Martínez, Martín Bertrán, Guillermo Sapiro
2019	J	`jnl`	Multiscale Fluctuation-Based Dispersion Entropy and Its Applications to Neurological Diseases. IEEE Access Hamed Azami, Steven E. Arnold, Saeid Sanei, Zhuoqing Chang, Guillermo Sapiro, Javier Escudero, Anoopum S. Gupta
2019	B	`conf`	Non-Contact Photoplethysmogram and Instantaneous Heart Rate Estimation from Infrared Face Video. ICIP Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Hau-Tieng Wu
2019	J	`jnl`	Non-contact photoplethysmogram and instantaneous heart rate estimation from infrared face video. CoRR Natalia Martínez, Martín Bertrán, Guillermo Sapiro, Hau-Tieng Wu
2019	—	`conf`	Range Adaptation for 3D Object Detection in LiDAR. ICCV Workshops Ze Wang, Sihao Ding, Ying Li, Minming Zhao, Sohini Roychowdhury, Andreas Wallin, Guillermo Sapiro, Qiang Qiu
2019	J	`jnl`	Range Adaptation for 3D Object Detection in LiDAR. CoRR Ze Wang, Sihao Ding, Ying Li, Minming Zhao, Sohini Roychowdhury, Andreas Wallin, Guillermo Sapiro, Qiang Qiu
2019	—	`conf`	RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks. ICLR (Poster) Xiuyuan Cheng, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro
2019	J	`jnl`	SalGaze: Personalizing Gaze Estimation Using Visual Saliency. CoRR Zhuoqing Chang, J. Matías Di Martino, Qiang Qiu, Steven Espinosa, Guillermo Sapiro
2019	—	`conf`	SalGaze: Personalizing Gaze Estimation using Visual Saliency. ICCV Workshops Zhuoqing Chang, J. Matías Di Martino, Qiang Qiu, Steven Espinosa, Guillermo Sapiro
2019	J	`jnl`	Scale-Equivariant Neural Networks with Decomposed Convolutional Filters. CoRR Wei Zhu, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro, Xiuyuan Cheng
2019	J	`jnl`	Stochastic Conditional Generative Networks with Basis Decomposition. CoRR Ze Wang, Xiuyuan Cheng, Guillermo Sapiro, Qiang Qiu
2019	J	`jnl`	Stop Memorizing: A Data-Dependent Regularization Framework for Intrinsic Pattern Learning. SIAM J. Math. Data Sci. Wei Zhu, Qiang Qiu, Bao Wang, Jianfeng Lu, Guillermo Sapiro, Ingrid Daubechies
2018	Misc	`conf`	A Practical Guide to Multi-Image Alignment. ICASSP Cecilia Aguerrebere, Mauricio Delbracio, Alberto Bartesaghi, Guillermo Sapiro
2018	J	`jnl`	Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study. npj Digit. Medicine Helen Link Egger, Geraldine Dawson, Jordan Hashemi, Kimberly L. H. Carpenter, Steven Espinosa, Kathleen Campbell, Samuel Brotkin, Jana Schaich Borg, Qiang Qiu, Mariano Tepper, Jeffrey P. Baker, Richard A. Bloomfield Jr., Guillermo Sapiro
2018	Misc	`conf`	Classifying Pump-Probe Images of Melanocytic Lesions Using the WEYL Transform. ICASSP Hyun Keun Ahn, Qiang Qiu, Edward Bosch, Andrew Thompson, Francisco E. Robles, Guillermo Sapiro, Warren S. Warren, A. Robert Calderbank
2018	A*	`conf`	DCFNet: Deep Neural Network with Decomposed Convolutional Filters. ICML Qiang Qiu, Xiuyuan Cheng, A. Robert Calderbank, Guillermo Sapiro
2018	J	`jnl`	DCFNet: Deep Neural Network with Decomposed Convolutional Filters. CoRR Qiang Qiu, Xiuyuan Cheng, A. Robert Calderbank, Guillermo Sapiro
2018	J	`jnl`	DNN or k-NN: That is the Generalize vs. Memorize Question. CoRR Gilad Cohen, Guillermo Sapiro, Raja Giryes
2018	J	`jnl`	Estimation of white matter fiber parameters from compressed multiresolution diffusion MRI using sparse Bayesian learning. NeuroImage Pramod Kumar Pisharady, Stamatios N. Sotiropoulos, Julio Martin Duarte-Carvajalino, Guillermo Sapiro, Christophe Lenglet
2018	—	`conf`	ForestHash: Semantic Hashing with Shallow Random Forests and Tiny Convolutional Networks. ECCV (2) Qiang Qiu, José Lezama, Alexander M. Bronstein, Guillermo Sapiro
2018	A*	`conf`	LDMNet: Low Dimensional Manifold Regularized Neural Networks. CVPR Wei Zhu, Qiang Qiu, Jiaji Huang, A. Robert Calderbank, Guillermo Sapiro, Ingrid Daubechies
2018	J	`jnl`	Learning to Collaborate for User-Controlled Privacy. CoRR Martín Bertrán, Natalia Martínez, Afroditi Papadaki, Qiang Qiu, Miguel R. D. Rodrigues, Guillermo Sapiro
2018	J	`jnl`	Liveness Detection Using Implicit 3D Features. CoRR J. Matías Di Martino, Qiang Qiu, Trishul Nagenalli, Guillermo Sapiro
2018	B	`conf`	Natural Human Exploration under Approach and Avoidance Motivation in a Real-Life Spatial Environment. CogSci Deeksha Malhotra, Kimberly Chiew, Mai-Anh Vu, Nicole Heller, Guillermo Sapiro, R. Alison Adcock
2018	A*	`conf`	OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning. CVPR José Lezama, Qiang Qiu, Pablo Musé, Guillermo Sapiro
2018	J	`jnl`	RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks. CoRR Xiuyuan Cheng, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro
2018	J	`jnl`	Stop memorizing: A data-dependent regularization framework for intrinsic pattern learning. CoRR Wei Zhu, Qiang Qiu, Bao Wang, Jianfeng Lu, Guillermo Sapiro, Ingrid Daubechies
2018	Misc	`conf`	The Learned Inexact Project Gradient Descent Algorithm. ICASSP Raja Giryes, Yonina C. Eldar, Alexander M. Bronstein, Guillermo Sapiro
2018	J	`jnl`	Tradeoffs Between Convergence Speed and Reconstruction Accuracy in Inverse Problems. IEEE Trans. Signal Process. Raja Giryes, Yonina C. Eldar, Alexander M. Bronstein, Guillermo Sapiro
2018	J	`jnl`	Virtual CNN Branching: Efficient Feature Ensemble for Person Re-Identification. CoRR Albert Gong, Qiang Qiu, Guillermo Sapiro
2017	—	`conf`	A Sparse Bayesian Learning Algorithm for White Matter Parameter Estimation from Compressed Multi-shell Diffusion MRI. MICCAI (1) Pramod Kumar Pisharady, Stamatios N. Sotiropoulos, Guillermo Sapiro, Christophe Lenglet
2017	A*	`conf`	Deep Video Deblurring for Hand-Held Cameras. CVPR Shuochen Su, Mauricio Delbracio, Jue Wang, Guillermo Sapiro, Wolfgang Heidrich, Oliver Wang
2017	J	`jnl`	ForestHash: Semantic Hashing With Shallow Random Forests and Tiny Convolutional Networks. CoRR Qiang Qiu, José Lezama, Alexander M. Bronstein, Guillermo Sapiro
2017	A	`conf`	Generalization Error of Invariant Classifiers. AISTATS Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues
2017	—	`conf`	Intelligent Synthesis Driven Model Calibration: Framework and Face Recognition Application. ICCV Workshops Qiang Qiu, Jordan Hashemi, Guillermo Sapiro
2017	J	`jnl`	LDMNet: Low Dimensional Manifold Regularized Neural Networks. CoRR Wei Zhu, Qiang Qiu, Jiaji Huang, A. Robert Calderbank, Guillermo Sapiro, Ingrid Daubechies
2017	—	`conf`	Learning to Identify While Failing to Discriminate. ICCV Workshops Jure Sokolic, Miguel R. D. Rodrigues, Qiang Qiu, Guillermo Sapiro
2017	J	`jnl`	Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems. CoRR Jure Sokolic, Qiang Qiu, Miguel R. D. Rodrigues, Guillermo Sapiro
2017	A*	`conf`	Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting. CVPR Mariano Tepper, Guillermo Sapiro
2017	A*	`conf`	Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-Spectral Hallucination and Low-Rank Embedding. CVPR José Lezama, Qiang Qiu, Guillermo Sapiro
2017	J	`jnl`	OLÉ: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning. CoRR José Lezama, Qiang Qiu, Pablo Musé, Guillermo Sapiro
2017	J	`jnl`	Probabilistic fluorescence-based synapse detection. PLoS Comput. Biol. Anish K. Simhal, Cecilia Aguerrebere, Forrest Collman, Joshua T. Vogelstein, Kristina D. Micheva, Richard J. Weinberg, Stephen J. Smith, Guillermo Sapiro
2017	J	`jnl`	Robust Large Margin Deep Neural Networks. IEEE Trans. Signal Process. Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues
2017	A*	`conf`	Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model. CVPR Qixiang Ye, Tianliang Zhang, Wei Ke, Qiang Qiu, Jie Chen, Guillermo Sapiro, Baochang Zhang
2016	J	`jnl`	A scalable app for measuring autism risk behaviors in young children: A technical validity and feasibility study. EAI Endorsed Trans. Scalable Inf. Syst. Jordan Hashemi, Kathleen Campbell, Kimberly L. H. Carpenter, Adrianne Harris, Qiang Qiu, Mariano Tepper, Steven Espinosa, Jana Schaich Borg, Samuel Marsan, A. Robert Calderbank, Jeffrey P. Baker, Helen Link Egger, Geraldine Dawson, Guillermo Sapiro
2016	Misc	`conf`	A short-graph fourier transform via personalized pagerank vectors. ICASSP Mariano Tepper, Guillermo Sapiro
2016	J	`jnl`	Compressed Nonnegative Matrix Factorization Is Fast and Accurate. IEEE Trans. Signal Process. Mariano Tepper, Guillermo Sapiro
2016	J	`jnl`	Data Representation Using the Weyl Transform. IEEE Trans. Signal Process. Qiang Qiu, Andrew Thompson, A. Robert Calderbank, Guillermo Sapiro
2016	J	`jnl`	Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? IEEE Trans. Signal Process. Raja Giryes, Guillermo Sapiro, Alexander M. Bronstein
2016	J	`jnl`	Deep Video Deblurring. CoRR Shuochen Su, Mauricio Delbracio, Jue Wang, Guillermo Sapiro, Wolfgang Heidrich, Oliver Wang
2016	J	`jnl`	Dissimilarity-Based Sparse Subset Selection. IEEE Trans. Pattern Anal. Mach. Intell. Ehsan Elhamifar, Guillermo Sapiro, S. Shankar Sastry
2016	J	`jnl`	Fast L1-NMF for Multiple Parametric Model Estimation. CoRR Mariano Tepper, Guillermo Sapiro
2016	J	`jnl`	Fundamental Limits in Multi-Image Alignment. IEEE Trans. Signal Process. Cecilia Aguerrebere, Mauricio Delbracio, Alberto Bartesaghi, Guillermo Sapiro
2016	J	`jnl`	Fundamental Limits in Multi-image Alignment. CoRR Cecilia Aguerrebere, Mauricio Delbracio, Alberto Bartesaghi, Guillermo Sapiro
2016	J	`jnl`	Generalization Error of Invariant Classifiers. CoRR Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues
2016	J	`jnl`	Graph Matching: Relax at Your Own Risk. IEEE Trans. Pattern Anal. Mach. Intell. Vince Lyzinski, Donniell E. Fishkind, Marcelo Fiori, Joshua T. Vogelstein, Carey E. Priebe, Guillermo Sapiro
2016	J	`jnl`	Low-cost Gaze and Pulse Analysis using RealSense. EAI Endorsed Trans. Ambient Syst. Qiang Qiu, Zhuoqing Chang, Mark Draelos, Jie Chen, Alexander M. Bronstein, Guillermo Sapiro
2016	J	`jnl`	Margin Preservation of Deep Neural Networks. CoRR Jure Sokolic, Raja Giryes, Guillermo Sapiro, Miguel R. D. Rodrigues
2016	J	`jnl`	Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting. CoRR Mariano Tepper, Guillermo Sapiro
2016	J	`jnl`	Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-spectral Hallucination and Low-rank Embedding. CoRR José Lezama, Qiang Qiu, Guillermo Sapiro
2016	J	`jnl`	Probabilistic Fluorescence-Based Synapse Detection. CoRR Anish K. Simhal, Cecilia Aguerrebere, Forrest Collman, Joshua T. Vogelstein, Kristina D. Micheva, Richard J. Weinberg, Stephen J. Smith, Guillermo Sapiro
2016	—	`conf`	RealSense = real heart rate: Illumination invariant heart rate estimation from videos. IPTA Jie Chen, Zhuoqing Chang, Qiang Qiu, Xiaobai Li, Guillermo Sapiro, Alexander M. Bronstein, Matti Pietikäinen
2016	J	`jnl`	Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model. CoRR Qixiang Ye, Tianliang Zhang, Qiang Qiu, Baochang Zhang, Jie Chen, Guillermo Sapiro
2016	—	`ch.`	Sparse Models for Intrinsic Shape Correspondence. Perspectives in Shape Analysis Jonathan Pokrass, Alexander M. Bronstein, Michael M. Bronstein, Pablo Sprechmann, Guillermo Sapiro
2016	—	`conf`	Synthesis-Based Low-Cost Gaze Analysis. HCI (27) Zhuoqing Chang, Qiang Qiu, Guillermo Sapiro
2016	—	`conf`	Tell me where you are and I tell you where you are going: Estimation of dynamic mobility graphs. SAM Marcelo Fiori, Pablo Musé, Mariano Tepper, Guillermo Sapiro
2016	J	`jnl`	Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems. CoRR Raja Giryes, Yonina C. Eldar, Alexander M. Bronstein, Guillermo Sapiro
2015	J	`jnl`	A short-graph Fourier transform via personalized PageRank vectors. CoRR Mariano Tepper, Guillermo Sapiro
2015	Misc	`conf`	Alignment with intra-class structure can improve classification. ICASSP Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Miguel R. D. Rodrigues, Guillermo Sapiro
2015	A*	`conf`	Burst deblurring: Removing camera shake through fourier burst accumulation. CVPR Mauricio Delbracio, Guillermo Sapiro
2015	B	`conf`	Clinical deep brain stimulation region prediction using regression forests from high-field MRI. ICIP Jinyoung Kim, Yuval Duchin, Guillermo Sapiro, Jerrold L. Vitek, Noam Harel
2015	—	`conf`	Clinical subthalamic nucleus prediction from high-field brain MRI. ISBI Jinyoung Kim, Yuval Duchin, Guillermo Sapiro, Jerrold L. Vitek, Noam Harel
2015	J	`jnl`	Compressed Nonnegative Matrix Factorization is Fast and Accurate. CoRR Mariano Tepper, Guillermo Sapiro
2015	J	`jnl`	Compressive Sensing by Learning a Gaussian Mixture Model From Measurements. IEEE Trans. Image Process. Jianbo Yang, Xuejun Liao, Xin Yuan, Patrick Llull, David J. Brady, Guillermo Sapiro, Lawrence Carin
2015	B	`conf`	Cross-modality pose-invariant facial expression. ICIP Jordan Hashemi, Qiang Qiu, Guillermo Sapiro
2015	J	`jnl`	Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? CoRR Raja Giryes, Guillermo Sapiro, Alexander M. Bronstein
2015	—	`conf`	Discriminative Robust Transformation Learning. NIPS Jiaji Huang, Qiang Qiu, Guillermo Sapiro, A. Robert Calderbank
2015	C	`conf`	From Local to Global Communities in Large Networks Through Consensus. CIARP Mariano Tepper, Guillermo Sapiro
2015	A*	`conf`	Geometry-Aware Deep Transform. ICCV Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro
2015	J	`jnl`	Geometry-aware Deep Transform. CoRR Jiaji Huang, Qiang Qiu, A. Robert Calderbank, Guillermo Sapiro
2015	J	`jnl`	Hand-Held Video Deblurring Via Efficient Fourier Aggregation. IEEE Trans. Computational Imaging Mauricio Delbracio, Guillermo Sapiro
2015	J	`jnl`	Hand-held Video Deblurring via Efficient Fourier Aggregation. CoRR Mauricio Delbracio, Guillermo Sapiro
2015	B	`conf`	Intel realsense = Real low cost gaze. ICIP Mark Draelos, Qiang Qiu, Alexander M. Bronstein, Guillermo Sapiro
2015	J	`jnl`	Learning Efficient Sparse and Low Rank Models. IEEE Trans. Pattern Anal. Mach. Intell. Pablo Sprechmann, Alexander M. Bronstein, Guillermo Sapiro
2015	J	`jnl`	Learning transformations for clustering and classification. J. Mach. Learn. Res. Qiang Qiu, Guillermo Sapiro
2015	A	`conf`	Low-Rank Spatio-Temporal Video Segmentation. BMVC Alasdair Newson, Mariano Tepper, Guillermo Sapiro
2015	B	`conf`	Multi-temporal foreground detection in videos. ICIP Mariano Tepper, Alasdair Newson, Pablo Sprechmann, Guillermo Sapiro
2015	—	`conf`	On the Stability of Deep Networks. ICLR (Workshop) Raja Giryes, Guillermo Sapiro, Alexander M. Bronstein
2015	—	`conf`	Random Forests Can Hash. ICLR (Workshop) Qiang Qiu, Guillermo Sapiro, Alexander M. Bronstein
2015	J	`jnl`	Removing Camera Shake via Weighted Fourier Burst Accumulation. CoRR Mauricio Delbracio, Guillermo Sapiro
2015	J	`jnl`	Removing Camera Shake via Weighted Fourier Burst Accumulation. IEEE Trans. Image Process. Mauricio Delbracio, Guillermo Sapiro
2015	—	`conf`	Representation using the Weyl Transform. ICLR (Workshop) Qiang Qiu, Andrew Thompson, A. Robert Calderbank, Guillermo Sapiro
2015	—	`conf`	Robust Prediction of Clinical Deep Brain Stimulation Target Structures via the Estimation of Influential High-Field MR Atlases. MICCAI (2) Jinyoung Kim, Yuval Duchin, Hyunsoo Kim, Jerrold L. Vitek, Noam Harel, Guillermo Sapiro
2015	—	`conf`	Sparse Bayesian Inference of White Matter Fiber Orientations from Compressed Multi-resolution Diffusion MRI. MICCAI (1) Pramod Kumar Pisharady, Julio Martin Duarte-Carvajalino, Stamatios N. Sotiropoulos, Guillermo Sapiro, Christophe Lenglet
2014	J	`jnl`	A Bi-clustering Framework for Consensus Problems. CoRR Mariano Tepper, Guillermo Sapiro
2014	J	`jnl`	A Biclustering Framework for Consensus Problems. SIAM J. Imaging Sci. Mariano Tepper, Guillermo Sapiro
2014	J	`jnl`	A Complete System for Candidate Polyps Detection in Virtual Colonoscopy. Int. J. Pattern Recognit. Artif. Intell. Marcelo Fiori, Pablo Musé, Guillermo Sapiro
2014	Misc	`conf`	All for one, one for all: Consensus community detection in networks. ICASSP Mariano Tepper, Guillermo Sapiro
2014	J	`jnl`	Automatic clustering and population analysis of white matter tracts using maximum density paths. NeuroImage Gautam Prasad, Shantanu H. Joshi, Neda Jahanshad, Julio Villalon-Reina, Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Katie L. McMahon, Greig I. de Zubicaray, Nicholas G. Martin, Margaret J. Wright, Arthur W. Toga, Paul M. Thompson
2014	J	`jnl`	Dissimilarity-based Sparse Subset Selection. CoRR Ehsan Elhamifar, Guillermo Sapiro, S. Shankar Sastry
2014	—	`ch.`	Image Enhancement and Restoration. Computer Vision, A Reference Guide Guoshen Yu, Guillermo Sapiro
2014	—	`ch.`	Inpainting. Computer Vision, A Reference Guide Marcelo Bertalmío, Vicent Caselles, Simon Masnou, Guillermo Sapiro
2014	B	`conf`	Intersecting 2D lines: A simple method for detecting vanishing points. ICIP Mariano Tepper, Guillermo Sapiro
2014	—	`conf`	Learning Transformations for Classification Forests. ICLR Qiang Qiu, Guillermo Sapiro
2014	B	`conf`	Learning Transformations. ICIP Qiang Qiu, Guillermo Sapiro
2014	B	`conf`	Learning compressed image classification features. ICIP Qiang Qiu, Guillermo Sapiro
2014	A*	`conf`	Low-Cost Compressive Sensing for Color Video and Depth. CVPR Xin Yuan, Patrick Llull, Xuejun Liao, Jianbo Yang, David J. Brady, Guillermo Sapiro, Lawrence Carin
2014	J	`jnl`	Low-Cost Compressive Sensing for Color Video and Depth. CoRR Xin Yuan, Patrick Llull, Xuejun Liao, Jianbo Yang, Guillermo Sapiro, David J. Brady, Lawrence Carin
2014	J	`jnl`	On spectral properties for graph matching and graph isomorphism problems. CoRR Marcelo Fiori, Guillermo Sapiro
2014	Misc	`conf`	Questionnaire simplification for fast risk analysis of children's mental health. ICASSP Kimberly L. H. Carpenter, Pablo Sprechmann, Marcelo Fiori, A. Robert Calderbank, Helen Link Egger, Guillermo Sapiro
2014	J	`jnl`	Semiautomatic Segmentation of Brain Subcortical Structures From High-Field MRI. IEEE J. Biomed. Health Informatics Jinyoung Kim, Christophe Lenglet, Yuval Duchin, Guillermo Sapiro, Noam Harel
2014	—	`conf`	Sparse similarity-preserving hashing. ICLR Jonathan Masci, Alexander M. Bronstein, Michael M. Bronstein, Pablo Sprechmann, Guillermo Sapiro
2014	—	`conf`	Supervised non-euclidean sparse NMF via bilevel optimization with applications to speech enhancement. HSCMA Pablo Sprechmann, Alexander M. Bronstein, Guillermo Sapiro
2014	J	`jnl`	Video Compressive Sensing Using Gaussian Mixture Models. IEEE Trans. Image Process. Jianbo Yang, Xin Yuan, Xuejun Liao, Patrick Llull, David J. Brady, Guillermo Sapiro, Lawrence Carin
2013	A*	`conf`	A Convex Optimization Framework for Active Learning. ICCV Ehsan Elhamifar, Guillermo Sapiro, Allen Y. Yang, S. Shankar Sastry
2013	J	`jnl`	Adaptive Temporal Compressive Sensing for Video CoRR Xin Yuan, Jianbo Yang, Patrick Llull, Xuejun Liao, Guillermo Sapiro, David J. Brady, Lawrence Carin
2013	B	`conf`	Adaptive temporal compressive sensing for video. ICIP Xin Yuan, Jianbo Yang, Patrick Llull, Xuejun Liao, Guillermo Sapiro, David J. Brady, Lawrence Carin
2013	J	`jnl`	Advances in diffusion MRI acquisition and processing in the Human Connectome Project. NeuroImage Stamatios N. Sotiropoulos, Saâd Jbabdi, Junqian Xu, Jesper L. R. Andersson, Steen Moeller, Edward J. Auerbach, Matthew F. Glasser, Moisés Hernández, Guillermo Sapiro, Mark Jenkinson, David A. Feinberg, Essa Yacoub, Christophe Lenglet, David C. Van Essen, Kâmil Ugurbil, Timothy Edward John Behrens
2013	—	`conf`	Ants Crawling to Discover the Community Structure in Networks. CIARP (2) Mariano Tepper, Guillermo Sapiro
2013	Misc	`conf`	Audio restoration from multiple copies. ICASSP Pablo Sprechmann, Alexander M. Bronstein, Jean-Michel Morel, Guillermo Sapiro
2013	—	`conf`	Bilevel Sparse Models for Polyphonic Music Transcription. ISMIR Tal Ben Yakar, Roee Litman, Pablo Sprechmann, Alexander M. Bronstein, Guillermo Sapiro
2013	J	`jnl`	Coded aperture compressive temporal imaging CoRR Patrick Llull, Xuejun Liao, Xin Yuan, Jianbo Yang, David S. Kittle, Lawrence Carin, Guillermo Sapiro, David J. Brady
2013	J	`jnl`	Deep Learning with Hierarchical Convolutional Factor Analysis. IEEE Trans. Pattern Anal. Mach. Intell. Bo Chen, Gungor Polatkan, Guillermo Sapiro, David M. Blei, David B. Dunson, Lawrence Carin
2013	J	`jnl`	Domain-invariant Face Recognition using Learned Low-rank Transformation. CoRR Qiang Qiu, Guillermo Sapiro, Ching-Hui Chen
2013	B	`conf`	Fast L1 smoothing splines with an application to Kinect depth data. ICIP Mariano Tepper, Guillermo Sapiro
2013	B	`conf`	Gaussian mixture model for video compressive sensing. ICIP Jianbo Yang, Xin Yuan, Xuejun Liao, Patrick Llull, Guillermo Sapiro, David J. Brady, Lawrence Carin
2013	—	`conf`	Importance Sampling Spherical Harmonics to Improve Probabilistic Tractography. PRNI Hasan Ertan Çetingül, Laura Dumont, Mariappan S. Nadar, Paul M. Thompson, Guillermo Sapiro, Christophe Lenglet
2013	Misc	`conf`	Learnable low rank sparse models for speech denoising. ICASSP Pablo Sprechmann, Alexander M. Bronstein, Michael M. Bronstein, Guillermo Sapiro
2013	J	`jnl`	Learning Robust Subspace Clustering. CoRR Qiang Qiu, Guillermo Sapiro
2013	J	`jnl`	Learning Transformations for Clustering and Classification. CoRR Qiang Qiu, Guillermo Sapiro
2013	A	`conf`	Locating occupants in preschool classrooms using a multiple RGB-D sensor system. IROS Nicholas Walczak, Joshua Fasching, William D. Toczyski, Vassilios Morellas, Guillermo Sapiro, Nikolaos Papanikolopoulos
2013	J	`jnl`	Magnetic Resonance Field Strength Effects on Diffusion Measures and Brain Connectivity Networks. Brain Connect. Liang Zhan, Bryon A. Mueller, Neda Jahanshad, Yan Jin, Christophe Lenglet, Essa Yacoub, Guillermo Sapiro, Kâmil Ugurbil, Noam Harel, Arthur W. Toga, Kelvin O. Lim, Paul M. Thompson
2013	J	`jnl`	Motion Detection in Diffusion MRI via Online ODF Estimation. Int. J. Biomed. Imaging Emmanuel Caruyer, Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Rachid Deriche
2013	—	`conf`	Polyps Flagging in Virtual Colonoscopy. CIARP (2) Marcelo Fiori, Pablo Musé, Guillermo Sapiro
2013	J	`jnl`	Pushing spatial and temporal resolution for functional and diffusion MRI in the Human Connectome Project. NeuroImage Kâmil Ugurbil, Junqian Xu, Edward J. Auerbach, Steen Moeller, An T. Vu, Julio Martin Duarte-Carvajalino, Christophe Lenglet, Xiaoping Wu, Sebastian Schmitter, Pierre-François van de Moortele, John P. Strupp, Guillermo Sapiro, Federico De Martino, Dingxin Wang, Noam Harel, Michael Garwood, Liyong Chen, David A. Feinberg, Stephen M. Smith, Karla L. Miller, Stamatios N. Sotiropoulos, Saâd Jbabdi, Jesper L. R. Andersson, Timothy Edward John Behrens, Matthew F. Glasser, David C. Van Essen, Essa Yacoub
2013	A	`conf`	Reflective Symmetry Detection by Rectifying Randomized Correspondences. BMVC Zhongwei Tang, Mariano Tepper, Guillermo Sapiro
2013	—	`conf`	Rich Club Analysis of Structural Brain Connectivity at 7 Tesla Versus 3 Tesla. CDMRI/MMBC@MICCAI Emily L. Dennis, Liang Zhan, Neda Jahanshad, Bryon A. Mueller, Yan Jin, Christophe Lenglet, Essa Yacoub, Guillermo Sapiro, Kâmil Ugurbil, Noam Harel, Arthur W. Toga, Kelvin O. Lim, Paul M. Thompson
2013	—	`conf`	Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching. NIPS Marcelo Fiori, Pablo Sprechmann, Joshua T. Vogelstein, Pablo Musé, Guillermo Sapiro
2013	J	`jnl`	Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching. CoRR Marcelo Fiori, Pablo Sprechmann, Joshua T. Vogelstein, Pablo Musé, Guillermo Sapiro
2013	J	`jnl`	Sparse Modeling of Intrinsic Correspondences. Comput. Graph. Forum Jonathan Pokrass, Alexander M. Bronstein, Michael M. Bronstein, Pablo Sprechmann, Guillermo Sapiro
2013	—	`conf`	Supervised Sparse Analysis and Synthesis Operators. NIPS Pablo Sprechmann, Roee Litman, Tal Ben Yakar, Alexander M. Bronstein, Guillermo Sapiro
2013	J	`jnl`	Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models. IEEE Trans. Signal Process. Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro
2013	J	`jnl`	Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies. CoRR Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Alexandre X. Falcão, Guillermo Sapiro
2012	J	`jnl`	A Complete System for Candidate Polyps Detection in Virtual Colonoscopy CoRR Marcelo Fiori, Pablo Musé, Guillermo Sapiro
2012	J	`jnl`	A Convex Model for Nonnegative Matrix Factorization and Dimensionality Reduction on Physical Space. IEEE Trans. Image Process. Ernie Esser, Michael Möller, Stanley J. Osher, Guillermo Sapiro, Jack Xin
2012	—	`conf`	A computer vision approach for the assessment of autism-related behavioral markers. ICDL-EPIROB Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Guillermo Sapiro
2012	A*	`conf`	A multi-sensor visual tracking system for behavior monitoring of at-risk children. ICRA 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	A	`conf`	A nonintrusive system for behavioral analysis of children using multiple RGB+depth sensors. WACV Nicholas Walczak, Joshua Fasching, William D. Toczyski, Ravishankar Sivalingam, Nathaniel D. Bird, Kathryn Cullen, Vassilios Morellas, Barbara Murphy, Guillermo Sapiro, Nikolaos Papanikolopoulos
2012	—	`conf`	A variational model for denoising high angular resolution diffusion imaging. ISBI Melissa Tong, Yunho Kim, Yunho Zhan, Guillermo Sapiro, Christophe Lenglet, Bryon A. Mueller, Paul M. Thompson, Luminita A. Vese
2012	Misc	`conf`	Adapted statistical compressive sensing: Learning to sense gaussian mixture models. ICASSP Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro
2012	J	`jnl`	An MDL Framework for Sparse Coding and Dictionary Learning. IEEE Trans. Signal Process. Ignacio Ramírez, Guillermo Sapiro
2012	J	`jnl`	Are You Imitating Me? Unsupervised Sparse Modeling for Group Activity Analysis from a Single Video CoRR Zhongwei Tang, Alexey Castrodad, Mariano Tepper, Guillermo Sapiro
2012	J	`jnl`	Computer vision tools for the non-invasive assessment of autism-related behavioral markers CoRR Jordan Hashemi, Thiago Vallin Spina, Mariano Tepper, Amy Esler, Vassilios Morellas, Nikolaos Papanikolopoulos, Guillermo Sapiro
2012	B	`conf`	Decoupled coarse-to-fine matching and nonlinear regularization for efficient motion estimation. ICIP Mariano Tepper, Guillermo Sapiro
2012	A	`conf`	Detecting risk-markers in children in a preschool classroom. IROS Joshua Fasching, Nicholas Walczak, Ravishankar Sivalingam, Kathryn Cullen, Barbara Murphy, Guillermo Sapiro, Vassilios Morellas, Nikolaos Papanikolopoulos
2012	J	`jnl`	Dictionary Learning for Noisy and Incomplete Hyperspectral Images. SIAM J. Imaging Sci. Zhengming Xing, Mingyuan Zhou, Alexey Castrodad, Guillermo Sapiro, Lawrence Carin
2012	—	`conf`	Finding Exemplars from Pairwise Dissimilarities via Simultaneous Sparse Recovery. NIPS Ehsan Elhamifar, Guillermo Sapiro, René Vidal
2012	Misc	`conf`	Gaussian mixture models for score-informed instrument separation. ICASSP Pablo Sprechmann, Pablo Cancela, Guillermo Sapiro
2012	J	`jnl`	Hierarchical topological network analysis of anatomical human brain connectivity and differences related to sex and kinship. NeuroImage 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
2012	A	`conf`	If you are happy and you know it... tweet. CIKM Amir Asiaee T., Mariano Tepper, Arindam Banerjee, Guillermo Sapiro
2012	A	`conf`	Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information. SDM Tinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guillermo Sapiro
2012	J	`jnl`	L1 Splines for Robust, Simple, and Fast Smoothing of Grid Data CoRR Mariano Tepper, Guillermo Sapiro
2012	Misc	`conf`	LOw-rank data modeling via the minimum description length principle. ICASSP Ignacio Ramírez, Guillermo Sapiro
2012	J	`jnl`	Learning Efficient Structured Sparse Models CoRR Alexander M. Bronstein, Pablo Sprechmann, Guillermo Sapiro
2012	A*	`conf`	Learning Efficient Structured Sparse Models. ICML Alexander M. Bronstein, Pablo Sprechmann, Guillermo Sapiro
2012	J	`jnl`	Learning Robust Low-Rank Representations CoRR Pablo Sprechmann, Alexander M. Bronstein, Guillermo Sapiro
2012	J	`jnl`	Learning efficient sparse and low rank models CoRR Pablo Sprechmann, Alexander M. Bronstein, Guillermo Sapiro
2012	J	`jnl`	Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images. IEEE Trans. Image Process. Mingyuan Zhou, Haojun Chen, John W. Paisley, Lu Ren, Lingbo Li, Zhengming Xing, David B. Dunson, Guillermo Sapiro, Lawrence Carin
2012	—	`conf`	Real-time Online Singing Voice Separation from Monaural Recordings Using Robust Low-rank Modeling. ISMIR Pablo Sprechmann, Alexander M. Bronstein, Guillermo Sapiro
2012	—	`ch.`	Second-generation sparse modeling: structured and collaborative signal analysis. Compressed Sensing Alexey Castrodad, Ignacio Ramírez, Guillermo Sapiro, Pablo Sprechmann, Guoshen Yu
2012	A*	`conf`	See all by looking at a few: Sparse modeling for finding representative objects. CVPR Ehsan Elhamifar, Guillermo Sapiro, René Vidal
2012	J	`jnl`	Semi-Supervised Single- and Multi-Domain Regression with Multi-Domain Training CoRR Tomer Michaeli, Yonina C. Eldar, Guillermo Sapiro
2012	Misc	`conf`	Semi-supervised multi-domain regression with distinct training sets. ICASSP Tomer Michaeli, Yonina C. Eldar, Guillermo Sapiro
2012	—	`conf`	Simultaneous ODF estimation and tractography in HARDI. EMBC Hasan Ertan Çetingül, Mariappan S. Nadar, Paul M. Thompson, Guillermo Sapiro, Christophe Lenglet
2012	J	`jnl`	Solving Inverse Problems With Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity. IEEE Trans. Image Process. Guoshen Yu, Guillermo Sapiro, Stéphane Mallat
2012	J	`jnl`	Sparse Modeling of Human Actions from Motion Imagery. Int. J. Comput. Vis. Alexey Castrodad, Guillermo Sapiro
2012	J	`jnl`	Sparse Modeling of Intrinsic Correspondences CoRR Jonathan Pokrass, Alexander M. Bronstein, Michael M. Bronstein, Pablo Sprechmann, Guillermo Sapiro
2012	J	`jnl`	Sparse Representations for Range Data Restoration. IEEE Trans. Image Process. Mona Mahmoudi, Guillermo Sapiro
2012	C	`conf`	Sparse modeling for hyperspectral imagery with LiDAR data fusion for subpixel mapping. IGARSS Alexey Castrodad, Timothy Khuon, Robert Rand, Guillermo Sapiro
2012	J	`jnl`	Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models CoRR Julio Martin Duarte-Carvajalino, Guoshen Yu, Lawrence Carin, Guillermo Sapiro
2012	—	`conf`	Topology Constraints in Graphical Models. NIPS Marcelo Fiori, Pablo Musé, Guillermo Sapiro
2012	J	`jnl`	Toward Multiple Catheters Detection in Fluoroscopic Image Guided Interventions. IEEE Trans. Inf. Technol. Biomed. Liron Yatziv, Mathieu Chartouni, Saurabh Datta, Guillermo Sapiro
2012	J	`jnl`	Universal Regularizers for Robust Sparse Coding and Modeling. IEEE Trans. Image Process. Ignacio Ramírez, Guillermo Sapiro
2011	—	`conf`	3D elastic registration improves HARDI-derived fiber alignment and automated tract clustering. ISBI Yan Jin, Yonggang Shi, Neda Jahanshad, Iman Aganj, Guillermo Sapiro, Arthur W. Toga, Paul M. Thompson
2011	J	`jnl`	A Continuum Mechanical Approach to Geodesics in Shape Space. Int. J. Comput. Vis. Benedikt Wirth, Leah Bar, Martin Rumpf, Guillermo Sapiro
2011	J	`jnl`	A Hough transform global probabilistic approach to multiple-subject diffusion MRI tractography. Medical Image Anal. Iman Aganj, Christophe Lenglet, Neda Jahanshad, Essa Yacoub, Noam Harel, Paul M. Thompson, Guillermo Sapiro
2011	J	`jnl`	A Variational Framework for Exemplar-Based Image Inpainting. Int. J. Comput. Vis. Pablo Arias, Gabriele Facciolo, Vicent Caselles, Guillermo Sapiro
2011	J	`jnl`	An MDL framework for sparse coding and dictionary learning CoRR Ignacio Ramírez, Guillermo Sapiro
2011	—	`conf`	Atlas-based fiber clustering for multi-subject analysis of high angular resolution diffusion imaging tractography. ISBI Gautam Prasad, Neda Jahanshad, Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Arthur W. Toga, Paul M. Thompson
2011	J	`jnl`	Blind Compressed Sensing Over a Structured Union of Subspaces CoRR Jorge G. Silva, Minhua Chen, Yonina C. Eldar, Guillermo Sapiro, Lawrence Carin
2011	J	`jnl`	C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework. IEEE Trans. Signal Process. Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar
2011	Misc	`conf`	Collaborative sources identification in mixed signals via hierarchical sparse modeling. ICASSP Pablo Sprechmann, Ignacio Ramírez, Pablo Cancela, Guillermo Sapiro
2011	Misc	`conf`	Covariate-dependent dictionary learning and sparse coding. ICASSP Mingyuan Zhou, Hongxia Yang, Guillermo Sapiro, David B. Dunson, Lawrence Carin
2011	J	`jnl`	DCT image denoising: a simple and effective image denoising algorithm. Image Process. Line Guoshen Yu, Guillermo Sapiro
2011	A	`conf`	Dependent Hierarchical Beta Process for Image Interpolation and Denoising. AISTATS Mingyuan Zhou, Hongxia Yang, Guillermo Sapiro, David B. Dunson, Lawrence Carin
2011	—	`conf`	Differential information content in staggered multiple shell hardi measured by the tensor distribution function. ISBI Liang Zhan, Alex D. Leow, Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Essa Yacoub, Noam Harel, Arthur W. Toga, Paul M. Thompson
2011	J	`jnl`	Dimensionality Reduction via Subspace and Submanifold Learning [From the Guest Editors]. IEEE Signal Process. Mag. Yi Ma, Partha Niyogi, Guillermo Sapiro, René Vidal
2011	Misc	`conf`	Efficient matrix completion with Gaussian models. ICASSP Flavien Léger, Guoshen Yu, Guillermo Sapiro
2011	J	`jnl`	Esophagus Silhouette Extraction and Reconstruction From Fluoroscopic Views for Cardiac Ablation Procedure Guidance. IEEE Trans. Inf. Technol. Biomed. Liron Yatziv, Julian Ibarz, Norbert Strobel, Saurabh Datta, Guillermo Sapiro
2011	B	`conf`	Hierarchical invariant sparse modeling for image analysis. ICIP Leah Bar, Guillermo Sapiro
2011	J	`jnl`	Images everywhere: looking for models: technical perspective. Commun. ACM Guillermo Sapiro
2011	J	`jnl`	Learning Discriminative Sparse Representations for Modeling, Source Separation, and Mapping of Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. Alexey Castrodad, Zhengming Xing, John B. Greer, Edward Bosch, Lawrence Carin, Guillermo Sapiro
2011	J	`jnl`	Learning Low-Dimensional Signal Models. IEEE Signal Process. Mag. Lawrence Carin, Richard G. Baraniuk, Volkan Cevher, David B. Dunson, Michael I. Jordan, Guillermo Sapiro, Michael B. Wakin
2011	J	`jnl`	Low-rank data modeling via the Minimum Description Length principle CoRR Ignacio Ramírez, Guillermo Sapiro
2011	A*	`conf`	On the Integration of Topic Modeling and Dictionary Learning. ICML Lingbo Li, Mingyuan Zhou, Guillermo Sapiro, Lawrence Carin
2011	J	`jnl`	Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models CoRR Julio Martin Duarte-Carvajalino, Guillermo Sapiro, Guoshen Yu, Lawrence Carin
2011	—	`conf`	Online motion detection in high angular resolution diffusion imaging. ISBI Emmanuel Caruyer, Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Rachid Deriche
2011	—	`conf`	Sex differences in the human connectome: 4-Tesla high angular resolution diffusion imaging (HARDI) tractography in 234 young adult twins. ISBI Neda Jahanshad, Iman Aganj, Christophe Lenglet, Anand A. Joshi, Yan Jin, Marina Barysheva, Katie McMahon, Greig I. de Zubicaray, Nicholas G. Martin, Margaret J. Wright, Arthur W. Toga, Guillermo Sapiro, Paul M. Thompson
2011	Misc	`conf`	Sparse coding and dictionary learning based on the MDL principle. ICASSP Ignacio Ramírez, Guillermo Sapiro
2011	J	`jnl`	Statistical Compressed Sensing of Gaussian Mixture Models CoRR Guoshen Yu, Guillermo Sapiro
2011	J	`jnl`	Statistical Compressed Sensing of Gaussian Mixture Models. IEEE Trans. Signal Process. Guoshen Yu, Guillermo Sapiro
2011	Misc	`conf`	Statistical compressive sensing of Gaussian mixture models. ICASSP Guoshen Yu, Guillermo Sapiro
2011	A*	`conf`	The Hierarchical Beta Process for Convolutional Factor Analysis and Deep Learning. ICML Bo Chen, Gungor Polatkan, Guillermo Sapiro, David B. Dunson, Lawrence Carin
2010	J	`jnl`	A Comprehensive Framework for Image Inpainting. IEEE Trans. Image Process. Aurélie Bugeau, Marcelo Bertalmío, Vicent Caselles, Guillermo Sapiro
2010	J	`jnl`	A Gromov-Hausdorff Framework with Diffusion Geometry for Topologically-Robust Non-rigid Shape Matching. Int. J. Comput. Vis. Alexander M. Bronstein, Michael M. Bronstein, Ron Kimmel, Mona Mahmoudi, Guillermo Sapiro
2010	J	`jnl`	C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework CoRR Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar
2010	A*	`conf`	Classification and clustering via dictionary learning with structured incoherence and shared features. CVPR Ignacio Ramírez, Pablo Sprechmann, Guillermo Sapiro
2010	J	`jnl`	Collaborative Hierarchical Sparse Modeling CoRR Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar
2010	J	`jnl`	Collaborative Sources Identification in Mixed Signals via Hierarchical Sparse Modeling CoRR Pablo Sprechmann, Ignacio Ramírez, Pablo Cancela, Guillermo Sapiro
2010	Misc	`conf`	Collaborative hierarchical sparse modeling. CISS Pablo Sprechmann, Ignacio Ramírez, Guillermo Sapiro, Yonina C. Eldar
2010	Misc	`conf`	Dictionary learning and sparse coding for unsupervised clustering. ICASSP Pablo Sprechmann, Guillermo Sapiro
2010	B	`conf`	Discriminative sparse representations in hyperspectral imagery. ICIP Alexey Castrodad, Zhengming Xing, John B. Greer, Edward Bosch, Lawrence Carin, Guillermo Sapiro
2010	—	`conf`	Dynamic Color Flow: A Motion-Adaptive Color Model for Object Segmentation in Video. ECCV (5) Xue Bai, Jue Wang, Guillermo Sapiro
2010	J	`jnl`	Efficient Matrix Completion with Gaussian Models CoRR Flavien Léger, Guoshen Yu, Guillermo Sapiro
2010	Misc	`conf`	Hierarchical dictionary learning for invariant classification. ICASSP Leah Bar, Guillermo Sapiro
2010	B	`conf`	Image modeling and enhancement via structured sparse model selection. ICIP Guoshen Yu, Guillermo Sapiro, Stéphane Mallat
2010	J	`jnl`	Introduction to the Special Section on Optimization in Imaging Sciences. SIAM J. Imaging Sci. Guillermo Sapiro
2010	B	`conf`	Nonparametric image interpolation and dictionary learning using spatially-dependent Dirichlet and beta process priors. ICIP John W. Paisley, Mingyuan Zhou, Guillermo Sapiro, Lawrence Carin
2010	—	`conf`	ODF Maxima Extraction in Spherical Harmonic Representation via Analytical Search Space Reduction. MICCAI (2) Iman Aganj, Christophe Lenglet, Guillermo Sapiro
2010	J	`jnl`	Online Learning for Matrix Factorization and Sparse Coding. J. Mach. Learn. Res. Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro
2010	—	`conf`	Online orientation distribution function reconstruction in constant solid angle and its application to motion detection in HARDI. ISBI Emmanuel Caruyer, Iman Aganj, Ryan L. Muetzel, Christophe Lenglet, Guillermo Sapiro, Rachid Deriche
2010	J	`jnl`	Simultaneous Object Classification and Segmentation With High-Order Multiple Shape Models. IEEE Trans. Image Process. Federico Lecumberry, Alvaro Pardo, Guillermo Sapiro
2010	J	`jnl`	Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity CoRR Guoshen Yu, Guillermo Sapiro, Stéphane Mallat
2010	J	`jnl`	Sparse Representation for Computer Vision and Pattern Recognition. Proc. IEEE John Wright, Yi Ma, Julien Mairal, Guillermo Sapiro, Thomas S. Huang, Shuicheng Yan
2010	J	`jnl`	Sparse coding and dictionary learning based on the MDL principle CoRR Ignacio Ramírez, Guillermo Sapiro
2010	J	`jnl`	Statistical Compressive Sensing of Gaussian Mixture Models CoRR Guoshen Yu, Guillermo Sapiro
2010	J	`jnl`	Universal Sparse Modeling CoRR Ignacio Ramírez, Guillermo Sapiro
2009	—	`conf`	A Variational Framework for Non-local Image Inpainting. EMMCVPR Pablo Arias, Vicent Caselles, Guillermo Sapiro
2009	J	`jnl`	An image processing approach to computing distances between RNA secondary structures dot plots. Algorithms Mol. Biol. Tor Ivry, Shahar Michal, Assaf Avihoo, Guillermo Sapiro, Danny Barash
2009	A*	`conf`	Discriminative ICML Arthur Szlam, Guillermo Sapiro
2009	—	`conf`	Exemplar-Based Interpolation of Sparsely Sampled Images. EMMCVPR Gabriele Facciolo, Pablo Arias, Vicent Caselles, Guillermo Sapiro
2009	J	`jnl`	Generalized Newton-Type Methods for Energy Formulations in Image Processing. SIAM J. Imaging Sci. Leah Bar, Guillermo Sapiro
2009	J	`jnl`	Geodesic Matting: A Framework for Fast Interactive Image and Video Segmentation and Matting. Int. J. Comput. Vis. Xue Bai, Guillermo Sapiro
2009	—	`conf`	Geodesics in Shape Space via Variational Time Discretization. EMMCVPR Benedikt Wirth, Leah Bar, Martin Rumpf, Guillermo Sapiro
2009	J	`jnl`	Learning to Sense Sparse Signals: Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization. IEEE Trans. Image Process. Julio Martin Duarte-Carvajalino, Guillermo Sapiro
2009	J	`jnl`	Mathematical methods for diffusion MRI processing. NeuroImage 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
2009	—	`conf`	Multiple Q-Shell ODF Reconstruction in Q-Ball Imaging. MICCAI (1) Iman Aganj, Christophe Lenglet, Guillermo Sapiro, Essa Yacoub, Kâmil Ugurbil, Noam Harel
2009	B	`conf`	Multiple shape models for simultaneous object classification and segmentation. ICIP Federico Lecumberry, Alvaro Pardo, Guillermo Sapiro
2009	J	`jnl`	New Possibilities with Sobolev Active Contours. Int. J. Comput. Vis. Ganesh Sundaramoorthi, Anthony J. Yezzi, Andrea Mennucci, Guillermo Sapiro
2009	—	`conf`	Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations. NIPS Mingyuan Zhou, Haojun Chen, John W. Paisley, Lu Ren, Guillermo Sapiro, Lawrence Carin
2009	A*	`conf`	Non-local sparse models for image restoration. ICCV Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman
2009	—	`conf`	ODF Reconstruction in Q-Ball Imaging with Solid Angle Consideration. ISBI Iman Aganj, Christophe Lenglet, Guillermo Sapiro
2009	J	`jnl`	Online Learning for Matrix Factorization and Sparse Coding CoRR Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro
2009	A*	`conf`	Online dictionary learning for sparse coding. ICML Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro
2009	—	`conf`	Reducing Structural Variation to Determine the Genetics of White Matter Integrity Across Hemispheres - A DTI Study of 100 Twins. ISBI Neda Jahanshad, Agatha D. Lee, Natasha Leporé, Yi-Yu Chou, Caroline C. Brun, Marina Barysheva, Arthur W. Toga, Katie McMahon, Greig I. de Zubicaray, Margaret J. Wright, Guillermo Sapiro, Christophe Lenglet, Paul M. Thompson
2009	A*	`conf`	Seeing 3D objects in a single 2D image. ICCV Diego Rother, Guillermo Sapiro
2009	J	`jnl`	Three-dimensional point cloud recognition via distributions of geometric distances. Graph. Model. Mona Mahmoudi, Guillermo Sapiro
2009	J	`jnl`	Video SnapCut: robust video object cutout using localized classifiers. ACM Trans. Graph. Xue Bai, Jue Wang, David Simons, Guillermo Sapiro
2008	—	`conf`	3D priors for scene learning from a single view. CVPR Workshops Diego Rother, Kedar A. Patwardhan, Iman Aganj, Guillermo Sapiro
2008	A*	`conf`	Discriminative learned dictionaries for local image analysis. CVPR Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman
2008	B	`conf`	Generalized Newton methods for energy formulations in image procesing. ICIP Leah Bar, Guillermo Sapiro
2008	J	`jnl`	Learning Multiscale Sparse Representations for Image and Video Restoration. Multiscale Model. Simul. Julien Mairal, Guillermo Sapiro, Michael Elad
2008	J	`jnl`	Message from the Editor-in-Chief. SIAM J. Imaging Sci. Guillermo Sapiro
2008	J	`jnl`	Multiscale Representation and Segmentation of Hyperspectral Imagery Using Geometric Partial Differential Equations and Algebraic Multigrid Methods. IEEE Trans. Geosci. Remote. Sens. Julio Martin Duarte-Carvajalino, Guillermo Sapiro, Miguel Velez-Reyes, Paul E. Castillo
2008	J	`jnl`	On geometric variational models for inpainting surface holes. Comput. Vis. Image Underst. Vicent Caselles, Gloria Haro, Guillermo Sapiro, Joan Verdera
2008	—	`conf`	On the non-uniform complexity of brain connectivity. ISBI Gloria Haro, Christophe Lenglet, Guillermo Sapiro, Paul M. Thompson
2008	J	`jnl`	Robust Foreground Detection In Video Using Pixel Layers. IEEE Trans. Pattern Anal. Mach. Intell. Kedar A. Patwardhan, Guillermo Sapiro, Vassilios Morellas
2008	—	`conf`	Segmentation-free measurement of cortical thickness from MRI. ISBI Iman Aganj, Guillermo Sapiro, Neelroop Parikshak, Sarah K. Madsen, Paul M. Thompson
2008	J	`jnl`	Sparse Representation for Color Image Restoration. IEEE Trans. Image Process. Julien Mairal, Michael Elad, Guillermo Sapiro
2008	—	`conf`	Sparse representations for limited data tomography. ISBI Hstau Y. Liao, Guillermo Sapiro
2008	J	`jnl`	Statistical Characterization of Protein Ensembles. IEEE ACM Trans. Comput. Biol. Bioinform. Diego Rother, Guillermo Sapiro, Vijay Pande
2008	—	`conf`	Super-resolution texturing for online virtual globes. CVPR Workshops Diego Rother, Lance Williams, Guillermo Sapiro
2008	J	`jnl`	Supervised Dictionary Learning CoRR Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman
2008	—	`conf`	Supervised Dictionary Learning. NIPS Julien Mairal, Francis R. Bach, Jean Ponce, Guillermo Sapiro, Andrew Zisserman
2008	—	`conf`	Three-dimensional point cloud recognition via distributions of geometric distances. CVPR Workshops Mona Mahmoudi, Guillermo Sapiro
2008	J	`jnl`	Translated Poisson Mixture Model for Stratification Learning. Int. J. Comput. Vis. Gloria Haro, Gregory Randall, Guillermo Sapiro
2007	A*	`conf`	A Geodesic Framework for Fast Interactive Image and Video Segmentation and Matting. ICCV Xue Bai, Guillermo Sapiro
2007	J	`jnl`	A Geometric Method for Automatic Extraction of Sulcal Fundi. IEEE Trans. Medical Imaging Chiu Yen Kao, Michael Hofer, Guillermo Sapiro, Josh Stern, Kelly Rehm, David A. Rottenberg
2007	—	`conf`	A Graph-Based Foreground Representation and its Application in Example Based People Matching in Video. ICIP (5) Kedar A. Patwardhan, Guillermo Sapiro, Vassilios Morellas
2007	A*	`conf`	A Variational Framework for Simultaneous Motion Estimation and Restoration of Motion-Blurred Video. ICCV Leah Bar, Benjamin Berkels, Martin Rumpf, Guillermo Sapiro
2007	—	`conf`	Classification, Averaging and Reconstruction of Macromolecules in Electron Tomography. ISBI Alberto Bartesaghi, Pablo Sprechmann, Gregory Randall, Guillermo Sapiro, Sriram Subramaniam
2007	A*	`conf`	Connecting the Out-of-Sample and Pre-Image Problems in Kernel Methods. CVPR Pablo Arias, Gregory Randall, Guillermo Sapiro
2007	—	`conf`	Distancecut: Interactive Segmentation and Matting of Images and Videos. ICIP (2) Xue Bai, Guillermo Sapiro
2007	—	`conf`	From Gigabytes to Bytes: Automated Denoising and Feature Identification in Electron Tomograms of Intact Bacterial Cells. ISBI Rajesh Narasimha, Iman Aganj, Mario Borgnia, Guillermo Sapiro, Steven W. McLaughlin, Jacqueline Milne, Sriram Subramaniam
2007	J	`jnl`	Interactive Image Segmentation via Adaptive Weighted Distances. IEEE Trans. Image Process. Alexis Protiere, Guillermo Sapiro
2007	J	`jnl`	Meshless geometric subdivision. Graph. Model. Carsten Moenning, Facundo Mémoli, Guillermo Sapiro, Nira Dyn, Neil A. Dodgson
2007	—	`conf`	Multiscale Sparse Image Representationwith Learned Dictionaries. ICIP (3) Julien Mairal, Guillermo Sapiro, Michael Elad
2007	—	`conf`	New Possibilities with Sobolev Active Contours. SSVM Ganesh Sundaramoorthi, Anthony J. Yezzi, Andrea Mennucci, Guillermo Sapiro
2007	—	`conf`	Regularization for Inverting the Radon Transform with Wedge Consideration. ISBI Iman Aganj, Alberto Bartesaghi, Mario Borgnia, Hstau Y. Liao, Guillermo Sapiro, Sriram Subramaniam
2007	A*	`conf`	Regularized Mixed Dimensionality and Density Learning in Computer Vision. CVPR Gloria Haro, Gregory Randall, Guillermo Sapiro
2007	J	`jnl`	Spatially Coherent Nonlinear Dimensionality Reduction and Segmentation of Hyperspectral Images. IEEE Geosci. Remote. Sens. Lett. Anish Mohan, Guillermo Sapiro, Edward Bosch
2007	J	`jnl`	Video Inpainting Under Constrained Camera Motion. IEEE Trans. Image Process. Kedar A. Patwardhan, Guillermo Sapiro, Marcelo Bertalmío
2007	A*	`conf`	What Can Casual Walkers Tell Us About A 3D Scene? ICCV Diego Rother, Kedar A. Patwardhan, Guillermo Sapiro
2006	—	`conf`	A geometric method for automatic extraction of sulcal fundi. ISBI Chiu Yen Kao, Michael Hofer, Guillermo Sapiro, Josh Stern, David A. Rottenberg
2006	—	`ch.`	Computing with Point Cloud Data. Statistics and Analysis of Shapes Facundo Mémoli, Guillermo Sapiro
2006	J	`jnl`	Constrained regularization of digital terrain elevation data. IEEE Geosci. Remote. Sens. Lett. Anish Mohan, Alberto Bartesaghi, Guillermo Sapiro
2006	J	`jnl`	Fair polyline networks for constrained smoothing of digital terrain elevation data. IEEE Trans. Geosci. Remote. Sens. Michael Hofer, Guillermo Sapiro, Johannes Wallner
2006	J	`jnl`	Fast image and video colorization using chrominance blending. IEEE Trans. Image Process. Liron Yatziv, Guillermo Sapiro
2006	J	`jnl`	Fourth order partial differential equations on general geometries. J. Comput. Phys. John B. Greer, Andrea L. Bertozzi, Guillermo Sapiro
2006	J	`jnl`	O(N) implementation of the fast marching algorithm. J. Comput. Phys. Liron Yatziv, Alberto Bartesaghi, Guillermo Sapiro
2006	—	`ch.`	PDE-Based Image and Surface Inpainting. Handbook of Mathematical Models in Computer Vision Marcelo Bertalmío, Vicent Caselles, Gloria Haro, Guillermo Sapiro
2006	J	`jnl`	Statistical Analysis of RNA Backbone. IEEE ACM Trans. Comput. Biol. Bioinform. Eli Hershkovitz, Guillermo Sapiro, Allen R. Tannenbaum, Loren Dean Williams
2006	—	`conf`	Stratification Learning: Detecting Mixed Density and Dimensionality in High Dimensional Point Clouds. NIPS Gloria Haro, Gregory Randall, Guillermo Sapiro
2005	J	`jnl`	A Theoretical and Computational Framework for Isometry Invariant Recognition of Point Cloud Data. Found. Comput. Math. Facundo Mémoli, Guillermo Sapiro
2005	J	`jnl`	An Energy-Based Three-Dimensional Segmentation Approach for the Quantitative Interpretation of Electron Tomograms. IEEE Trans. Image Process. Alberto Bartesaghi, Guillermo Sapiro, Sriram Subramaniam
2005	J	`jnl`	Distance Functions and Geodesics on Submanifolds of R SIAM J. Appl. Math. Facundo Mémoli, Guillermo Sapiro
2005	J	`jnl`	Fast image and video denoising via nonlocal means of similar neighborhoods. IEEE Signal Process. Lett. Mona Mahmoudi, Guillermo Sapiro
2005	—	`conf`	Inpainting the colors. ICIP (2) Guillermo Sapiro
2005	J	`jnl`	Is image steganography natural? IEEE Trans. Image Process. Alvaro Martín, Guillermo Sapiro, Gadiel Seroussi
2005	A	`conf`	Level Set and PDE Methods for Visualization. IEEE Visualization David E. Breen, Mike Kirby, Aaron E. Lefohn, Ken Museth, Tobias Preusser, Guillermo Sapiro, Ross T. Whitaker
2005	J	`jnl`	Three-dimensional shape rendering from multiple images. Graph. Model. Alberto Bartesaghi, Guillermo Sapiro, Thomas Malzbender, Dan Gelb
2005	—	`conf`	Tracking of moving objects under severe and total occlusions. ICIP (1) Alberto Bartesaghi, Guillermo Sapiro
2005	—	`conf`	Video inpainting of occluding and occluded objects. ICIP (2) Kedar A. Patwardhan, Guillermo Sapiro, Marcelo Bertalmío
2004	—	`conf`	A New Approach for 3D Segmentation of Cellular Tomograms Obtained Using Three-Dimensional Electron Microscopy. ISBI Alberto Bartesaghi, Guillermo Sapiro, Stanton Lee, Jon Lefman, Sharon Wahl, Sriram Subramaniam, Jan Orenstein
2004	J	`jnl`	Area-Based Medial Axis of Planar Curves. Int. J. Comput. Vis. Marc Niethammer, Santiago Betelú, Guillermo Sapiro, Allen R. Tannenbaum, Peter J. Giblin
2004	B	`conf`	Automatic image decomposition. ICIP Kedar A. Patwardhan, Guillermo Sapiro
2004	B	`conf`	Comparing Point Clouds. Symposium on Geometry Processing Facundo Mémoli, Guillermo Sapiro
2004	—	`conf`	Level set and PDE methods for computer graphics. SIGGRAPH Course Notes David E. Breen, Ron Fedkiw, Ken Museth, Stanley J. Osher, Guillermo Sapiro, Ross T. Whitaker
2004	B	`conf`	Lightfield completion. ICIP Liron Yatziv, Guillermo Sapiro, Marc Levoy
2004	J	`jnl`	Morse Description and Morphological Encoding of Continuous Data. Multiscale Model. Simul. Vicent Caselles, Guillermo Sapiro, Andres Fco. Solé, Coloma Ballester
2004	J	`jnl`	Morse description and geometric encoding of digital elevation maps. IEEE Trans. Image Process. Andres Fco. Solé, Vicent Caselles, Guillermo Sapiro, Francesc Aràndiga
2004	B	`conf`	Non-photorealistic rendering from multiple images. ICIP Alberto Bartesaghi, Guillermo Sapiro, Thomas Malzbender, Dan Gelb
2003	—	`conf`	Color histogram equalization through mesh deformation. ICIP (2) Eric Pichon, Marc Niethammer, Guillermo Sapiro
2003	J	`jnl`	Guest Editorial: Introduction to the Special Issue on Imaging Science. J. Math. Imaging Vis. Guillermo Sapiro
2003	—	`conf`	Image filling-in in a decomposition space. ICIP (1) Marcelo Bertalmío, Luminita A. Vese, Guillermo Sapiro, Stanley J. Osher
2003	—	`conf`	Inpainting surface holes. ICIP (2) Joan Verdera, Vicent Caselles, Marcelo Bertalmío, Guillermo Sapiro
2003	—	`conf`	Morse description and geometric encoding of DEM data. ICIP (2) Andres Fco. Solé, Vicent Caselles, Guillermo Sapiro, Francesc Aràndiga
2003	B	`conf`	Pre-clinical evaluation of implicit deformable models for three-dimensional segmentation of brain aneurysms from CTA images. Image Processing Monica Hernandez, Rosario Barrena, Gabriel Hernandez, Guillermo Sapiro, Alejandro F. Frangi
2003	—	`conf`	Projection based image and video inpainting using wavelets. ICIP (1) Kedar A. Patwardhan, Guillermo Sapiro
2003	—	`conf`	Simultaneous Structure and Texture Image Inpainting. CVPR (2) Marcelo Bertalmío, Luminita A. Vese, Guillermo Sapiro, Stanley J. Osher
2003	J	`jnl`	Simultaneous structure and texture image inpainting. IEEE Trans. Image Process. Marcelo Bertalmío, Luminita A. Vese, Guillermo Sapiro, Stanley J. Osher
2003	J	`jnl`	Structure and texture filling-in of missing image blocks in wireless transmission and compression applications. IEEE Trans. Image Process. Shantanu D. Rane, Guillermo Sapiro, Marcelo Bertalmío
2003	J	`jnl`	Texture Synthesis for 3D Shape Representation. IEEE Trans. Vis. Comput. Graph. Gabriele Gorla, Victoria Interrante, Guillermo Sapiro
2003	—	`conf`	Three-Dimensional Segmentation of Brain Aneurysms in CTA Using Non-parametric Region-Based Information and Implicit Deformable Models: Method and Evaluation. MICCAI (2) Monica Hernandez, Alejandro F. Frangi, Guillermo Sapiro
2003	J	`jnl`	Visualization of high dynamic range images. IEEE Trans. Image Process. Alvaro Pardo, Guillermo Sapiro
2002	J	`jnl`	Special Issue on Partial Differential Equations in Image Processing, Computer Vision, and Computer Graphics. J. Vis. Commun. Image Represent. Olivier D. Faugeras, Pietro Perona, Guillermo Sapiro
2002	—	`conf`	Structure and texture filling-in of missing image blocks in wireless transmission and compression. ICIP (1) Shantanu Rane, Marcelo Bertalmío, Guillermo Sapiro
2002	—	`conf`	Visualization of high dynamic range images. ICIP (1) Alvaro Pardo, Guillermo Sapiro
2002	—	`conf`	Wavelet-domain reconstruction of lost blocks in wireless image transmission and packet-switched networks. ICIP (1) Shantanu Rane, Jeremiah Remus, Guillermo Sapiro
2001	A*	`conf`	A Variational Model for Filling-In Gray Level and Color Images. ICCV Coloma Ballester, Vicent Caselles, Joan Verdera, Marcelo Bertalmío, Guillermo Sapiro
2001	A*	`conf`	Affine Invariant Erosion of 3D Shapes. ICCV Santiago Betelú, Guillermo Sapiro, Allen R. Tannenbaum
2001	J	`jnl`	Anisotropic 2D and 3D Averaging of fMRI Signals. IEEE Trans. Medical Imaging Andres Fco. Solé, Shing-Chung Ngan, Guillermo Sapiro, Xiaoping Hu, Antonio M. López
2001	J	`jnl`	Color image enhancement via chromaticity diffusion. IEEE Trans. Image Process. Bei Tang, Guillermo Sapiro, Vicent Caselles
2001	J	`jnl`	Crease Enhancement Diffusion. Comput. Vis. Image Underst. Andres Fco. Solé, Antonio M. López, Guillermo Sapiro
2001	J	`jnl`	Evaluation of JPEG-LS, the new lossless and controlled-lossy still image compression standard, for compression of high-resolution elevation data. IEEE Trans. Geosci. Remote. Sens. Shantanu Rane, Guillermo Sapiro
2001	J	`jnl`	Filling-in by joint interpolation of vector fields and gray levels. IEEE Trans. Image Process. Coloma Ballester, Marcelo Bertalmío, Vicent Caselles, Guillermo Sapiro, Joan Verdera
2001	—	`conf`	Missile tracking using knowledge-based adaptive thresholding. ICIP (1) Steven Haker, Guillermo Sapiro, Allen R. Tannenbaum, Donald Washburn
2001	—	`conf`	Navier-Stokes, Fluid Dynamics, and Image and Video Inpainting. CVPR (1) Marcelo Bertalmío, Andrea L. Bertozzi, Guillermo Sapiro
2001	J	`jnl`	On the computation of the affine skeletons of planar curves and the detection of skew symmetry. Pattern Recognit. Santiago Betelú, Guillermo Sapiro, Allen R. Tannenbaum, Peter J. Giblin
2001	J	`jnl`	Vector probability diffusion. IEEE Signal Process. Lett. Alvaro Pardo, Guillermo Sapiro
2000	J	`jnl`	Call for Papers: Special Issue on Partial Differential Equations in Image Processing, Computer Vision, and Computer Graphics. J. Vis. Commun. Image Represent. Olivier D. Faugeras, Pietro Perona, Guillermo Sapiro
2000	B	`conf`	Chromaticity Diffusion. ICIP Bei Tang, Guillermo Sapiro, Vicent Caselles
2000	J	`jnl`	Conformal Surface Parameterization for Texture Mapping. IEEE Trans. Vis. Comput. Graph. Steven Haker, Sigurd B. Angenent, Allen R. Tannenbaum, Ron Kikinis, Guillermo Sapiro, Michael Halle
2000	J	`jnl`	Diffusion of General Data on Non-Flat Manifolds via Harmonic Maps Theory: The Direction Diffusion Case. Int. J. Comput. Vis. Bei Tang, Guillermo Sapiro, Vicent Caselles
2000	A*	`conf`	Image inpainting. SIGGRAPH Marcelo Bertalmío, Guillermo Sapiro, Vicent Caselles, Coloma Ballester
2000	J	`jnl`	Knowledge-based segmentation of SAR data with learned priors. IEEE Trans. Image Process. Steven Haker, Guillermo Sapiro, Allen R. Tannenbaum
2000	J	`jnl`	Morphing Active Contours. IEEE Trans. Pattern Anal. Mach. Intell. Marcelo Bertalmío, Guillermo Sapiro, Gregory Randall
2000	—	`conf`	Noise-Resistant Affine Skeletons of Planar Curves. ECCV (1) Santiago Betelú, Guillermo Sapiro, Allen R. Tannenbaum, Peter J. Giblin
2000	J	`jnl`	On the level lines and geometry of vector-valued images. IEEE Signal Process. Lett. Do Hyun Chung, Guillermo Sapiro
2000	B	`conf`	Segmentation-Free Skeletonization of Gray-Scale Images via PDE's. ICIP Do Hyun Chung, Guillermo Sapiro
2000	B	`conf`	Segmenting Skin Lesions with Partial Differential Equations Based Image Processing Algorithms. ICIP Do Hyun Chung, Guillermo Sapiro
2000	J	`jnl`	Special Issue on the Second International Conference on Scale Space Theory in Computer Vision: Guest Editors' Comments. J. Vis. Commun. Image Represent. Olivier D. Faugeras, Mads Nielsen, Pietro Perona, Bart M. ter Haar Romeny, Guillermo Sapiro
2000	J	`jnl`	The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS. IEEE Trans. Image Process. Marcelo J. Weinberger, Gadiel Seroussi, Guillermo Sapiro
2000	B	`conf`	Using Anisotropic Diffusion of Probability Maps for Activity Detection in Block-Design Functional MRI. ICIP Hong Shan Neoh, Guillermo Sapiro
2000	J	`jnl`	Vector Median Filters, Inf-Sup Operations, and Coupled PDE's: Theoretical Connections. J. Math. Imaging Vis. Vicent Caselles, Guillermo Sapiro, Do Hyun Chung
2000	B	`conf`	Vector Probability Diffusion. ICIP Alvaro Pardo, Guillermo Sapiro
1999	—	`conf`	A Windows-Based User Friendly System for Image Analysis with Partial Differential Equations. Scale-Space Do Hyun Chung, Guillermo Sapiro
1999	J	`jnl`	Color and Illuminant Voting. IEEE Trans. Pattern Anal. Mach. Intell. Guillermo Sapiro
1999	A*	`conf`	Direction Diffusion. ICCV Bei Tang, Guillermo Sapiro, Vicent Caselles
1999	—	`conf`	Edges as Outliers: Anisotropic Smoothing Using Local Image Statistics. Scale-Space Michael J. Black, Guillermo Sapiro
1999	—	`conf`	From LOCO-I to the JPEG-LS Standard. ICIP (4) Marcelo J. Weinberger, Gadiel Seroussi, Guillermo Sapiro
1999	—	`conf`	Morphing Active Contours. Scale-Space Marcelo Bertalmío, Guillermo Sapiro, Gregory Randall
1999	J	`jnl`	Region Tracking on Level-Sets Methods. IEEE Trans. Medical Imaging Marcelo Bertalmío, Guillermo Sapiro, Gregory Randall
1999	—	`conf`	Region Tracking on Surfaces Deforming via Level-Sets Methods. Scale-Space Marcelo Bertalmío, Guillermo Sapiro, Gregory Randall
1999	J	`jnl`	Shape preserving local histogram modification. IEEE Trans. Image Process. Vicent Caselles, Jose Luis Lisani, Jean-Michel Morel, Guillermo Sapiro
1999	—	`conf`	Vector Median Filters, Morphology, and PDE's: Theoretical Connections. ICIP (4) Vicent Caselles, Guillermo Sapiro, Do Hyun Chung
1998	A*	`conf`	Affine Invariant Medial Axis and Skew Symmetry. ICCV Peter J. Giblin, Guillermo Sapiro
1998	A*	`conf`	Bilinear Voting. ICCV Guillermo Sapiro
1998	—	`conf`	Knowledge-based Segmentation of SAR Images. ICIP (1) Steven Haker, Guillermo Sapiro, Allen R. Tannenbaum
1998	—	`conf`	Morphing Active Contours: A Geometric Approach to Topology-Independent Image Segmentation and Tracking. ICIP (3) Marcelo Bertalmío, Guillermo Sapiro, Gregory Randall
1998	J	`jnl`	Robust anisotropic diffusion. IEEE Trans. Image Process. Michael J. Black, Guillermo Sapiro, David H. Marimont, David Heeger
1998	A*	`conf`	Segmentating Cortical Gray Matter for Functional MRI Visualization. ICCV P. C. Teo, Guillermo Sapiro, Brian A. Wandell
1998	—	`conf`	Segmenting Neurons in Electronic Microscopy via Geometric Tracing. ICIP (3) Luis Vázquez, Guillermo Sapiro, Gregory Randall
1997	J	`jnl`	A Subdivision Scheme for Continuous-Scale B-Splines and Affine-Invariant Progressive Smoothing. J. Math. Imaging Vis. Guillermo Sapiro, Albert Cohen, Alfred M. Bruckstein
1997	—	`conf`	Anisotropic Smoothing of Posterior Probabilities. ICIP (1) P. C. Teo, Guillermo Sapiro, Brian A. Wandell
1997	J	`jnl`	Color Snakes. Comput. Vis. Image Underst. Guillermo Sapiro
1997	J	`jnl`	Contrast Enhancement via Image Evolution Flow. CVGIP Graph. Model. Image Process. Guillermo Sapiro, Vicent Caselles
1997	J	`jnl`	Creating Connected Representations of Cortical Gray Matter for Functional MRI Visualization. IEEE Trans. Medical Imaging P. C. Teo, Guillermo Sapiro, Brian A. Wandell
1997	J	`jnl`	Geodesic Active Contours. Int. J. Comput. Vis. Vicent Caselles, Ron Kimmel, Guillermo Sapiro
1997	J	`jnl`	Invariant Geometric Evolutions of Surfaces and Volumetric Smoothing. SIAM J. Appl. Math. Allen R. Tannenbaum, Guillermo Sapiro, Peter J. Olver
1997	J	`jnl`	Minimal Surfaces Based Object Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Vicent Caselles, Ron Kimmel, Guillermo Sapiro, Catalina Sbert
1997	—	`conf`	Robust Anisotropic Diffusion and Sharpening of Scalar and Vector Images. ICIP (1) Michael J. Black, Guillermo Sapiro, David H. Marimont, David Heeger
1997	—	`conf`	Robust Anisotropic Diffusion: Connections Between Robust Statistics, Line Processing, and Anisotropic Diffusion. Scale-Space Michael J. Black, Guillermo Sapiro, David H. Marimont, David Heeger
1997	—	`conf`	Shape Preserving Local Contrast Enhancement. ICIP (1) Vicent Caselles, Jose Luis Lisani, Jean-Michel Morel, Guillermo Sapiro
1996	A*	`conf`	Affine Invariant Detection: Edges, Active Contours, and Segments. CVPR Peter J. Olver, Guillermo Sapiro, Allen R. Tannenbaum
1996	—	`conf`	Anisotropic diffusion of color images. Human Vision and Electronic Imaging Guillermo Sapiro, Dario L. Ringach
1996	J	`jnl`	Anisotropic diffusion of multivalued images with applications to color filtering. IEEE Trans. Image Process. Guillermo Sapiro, Dario L. Ringach
1996	—	`conf`	From active contours to anisotropic diffusion: connections between basic PDE's in image processing. ICIP (1) Guillermo Sapiro
1996	B	`conf`	Loco-I: A Low Complexity, Context-Based, Lossless Image Compression Algorithm. Data Compression Conference Marcelo J. Weinberger, Gadiel Seroussi, Guillermo Sapiro
1996	—	`conf`	Three Dimensional Object Modeling via Minimal Surfaces. ECCV (1) Vicent Caselles, Ron Kimmel, Guillermo Sapiro, Catalina Sbert
1996	—	`conf`	Vector (self) snakes: a geometric framework for color, texture, and multiscale image segmentation. ICIP (1) Guillermo Sapiro
1996	A*	`conf`	Vector-Valued Active Contours. CVPR Guillermo Sapiro
1995	J	`jnl`	Area and Length Preserving Geometric Invariant Scale-Spaces. IEEE Trans. Pattern Anal. Mach. Intell. Guillermo Sapiro, Allen R. Tannenbaum
1995	J	`jnl`	Evolutions of Planar Polygons. Int. J. Pattern Recognit. Artif. Intell. Alfred M. Bruckstein, Guillermo Sapiro, Doron Shaked
1995	A*	`conf`	Geodesic Active Contours. ICCV Vicent Caselles, Ron Kimmel, Guillermo Sapiro
1995	—	`conf`	Geometric partial differential equations in image analysis: past, present, and future. ICIP (3) Guillermo Sapiro
1995	—	`conf`	Histogram modification via partial differential equations. ICIP (3) Guillermo Sapiro, Vicent Caselles
1994	—	`conf`	Area and Lenght Preserving Geometric Invariant Scale-Spaces. ECCV (2) Guillermo Sapiro, Allen R. Tannenbaum
1994	—	`ch.`	Differential Invariant Signatures and Flows in Computer Vision: A Symmetry Group Approach. Geometry-Driven Diffusion in Computer Vision Peter J. Olver, Guillermo Sapiro, Allen R. Tannenbaum
1994	—	`conf`	Experiments on Geometric Image Enhancement. ICIP (2) Guillermo Sapiro, Allen R. Tannenbaum, Yu-Li You, Mostafa Kaveh
1994	J	`jnl`	Morphological Image Coding Based on a Geometric Sampling Theorem and a Modified Skeleton Representation. J. Vis. Commun. Image Represent. Guillermo Sapiro, David Malah
1993	J	`jnl`	Affine invariant scale-space. Int. J. Comput. Vis. Guillermo Sapiro, Allen R. Tannenbaum
1993	J	`jnl`	Implementing continuous-scale morphology via curve evolution. Pattern Recognit. Guillermo Sapiro, Ron Kimmel, Doron Shaked, Benjamin B. Kimia, Alfred M. Bruckstein