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Guillermo Sapiro

Identifiers

  • name variant Guillermo Sapiro 0.60 · backfill

Papers (73)

  1. LLMs are not (consistently) Bayesian: Quantifying internal (in)consistencies of LLMs' probabilistic beliefs cs.LG · 2026 · author #5
  2. Markerless Head Tracking for Accurate and Accessible Neuronavigation cs.CV · 2026 · author #8
  3. Continuous Dice Coefficient: a Method for Evaluating Probabilistic Segmentations cs.CV · 2019 · author #4
  4. Multiscale Fluctuation-based Dispersion Entropy and its Applications to Neurological Diseases q-bio.NC · 2019 · author #5
  5. Non-contact photoplethysmogram and instantaneous heart rate estimation from infrared face video cs.CV · 2019 · author #3
  6. Learning to Collaborate for User-Controlled Privacy stat.ML · 2018 · author #6
  7. Stop memorizing: A data-dependent regularization framework for intrinsic pattern learning cs.CV · 2018 · author #5
  8. RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks cs.CV · 2018 · author #4
  9. DNN or k-NN: That is the Generalize vs. Memorize Question cs.LG · 2018 · author #2
  10. Liveness Detection Using Implicit 3D Features cs.CV · 2018 · author #4
  11. Virtual CNN Branching: Efficient Feature Ensemble for Person Re-Identification cs.CV · 2018 · author #3
  12. DCFNet: Deep Neural Network with Decomposed Convolutional Filters stat.ML · 2018 · author #4
  13. A Practical Guide to Multi-image Alignment eess.IV · 2018 · author #4
  14. OL\'E: Orthogonal Low-rank Embedding, A Plug and Play Geometric Loss for Deep Learning cs.CV · 2017 · author #4
  15. ForestHash: Semantic Hashing With Shallow Random Forests and Tiny Convolutional Networks cs.CV · 2017 · author #4
  16. LDMNet: Low Dimensional Manifold Regularized Neural Networks cs.CV · 2017 · author #5
  17. Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems stat.ML · 2017 · author #4
  18. Deep Video Deblurring cs.CV · 2016 · author #4
  19. Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model cs.CV · 2016 · author #6
  20. Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-spectral Hallucination and Low-rank Embedding cs.CV · 2016 · author #3
  21. Probabilistic Fluorescence-Based Synapse Detection cs.CV · 2016 · author #8
  22. Nonnegative Matrix Underapproximation for Robust Multiple Model Fitting cs.CV · 2016 · author #2
  23. Fast L1-NMF for Multiple Parametric Model Estimation cs.CV · 2016 · author #2
  24. Generalization Error of Invariant Classifiers stat.ML · 2016 · author #3
  25. Tradeoffs between Convergence Speed and Reconstruction Accuracy in Inverse Problems cs.NA · 2016 · author #4
  26. Robust Large Margin Deep Neural Networks stat.ML · 2016 · author #3
  27. Fundamental Limits in Multi-image Alignment cs.CV · 2016 · author #4
  28. GraphConnect: A Regularization Framework for Neural Networks cs.CV · 2015 · author #4
  29. A short-graph Fourier transform via personalized PageRank vectors cs.SI · 2015 · author #2
  30. Geometry-aware Deep Transform cs.CV · 2015 · author #4
  31. Hand-held Video Deblurring via Efficient Fourier Aggregation cs.CV · 2015 · author #2
  32. Compressed Nonnegative Matrix Factorization is Fast and Accurate cs.LG · 2015 · author #2
  33. Removing Camera Shake via Weighted Fourier Burst Accumulation cs.CV · 2015 · author #2
  34. Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? cs.NE · 2015 · author #2
  35. Data Representation using the Weyl Transform cs.CV · 2014 · author #4
  36. On the Stability of Deep Networks stat.ML · 2014 · author #2
  37. Random Forests Can Hash cs.CV · 2014 · author #2
  38. On spectral properties for graph matching and graph isomorphism problems math.CO · 2014 · author #2
  39. Dissimilarity-based Sparse Subset Selection cs.LG · 2014 · author #2
  40. Graph Matching: Relax at Your Own Risk stat.ML · 2014 · author #6
  41. A Bi-clustering Framework for Consensus Problems cs.CV · 2014 · author #2
  42. Low-Cost Compressive Sensing for Color Video and Depth cs.CV · 2014 · author #5
  43. Learning Transformations for Classification Forests cs.CV · 2013 · author #2
  44. Sparse similarity-preserving hashing cs.CV · 2013 · author #5
  45. Robust Multimodal Graph Matching: Sparse Coding Meets Graph Matching math.OC · 2013 · author #5
  46. Learning Transformations for Clustering and Classification cs.CV · 2013 · author #2
  47. Domain-invariant Face Recognition using Learned Low-rank Transformation cs.CV · 2013 · author #2
  48. Learning Robust Subspace Clustering cs.CV · 2013 · author #2
  49. Video Human Segmentation using Fuzzy Object Models and its Application to Body Pose Estimation of Toddlers for Behavior Studies cs.CV · 2013 · author #7
  50. Adaptive Temporal Compressive Sensing for Video stat.AP · 2013 · author #5
  51. Coded aperture compressive temporal imaging cs.CV · 2013 · author #7
  52. Learning efficient sparse and low rank models cs.LG · 2012 · author #3
  53. Computer vision tools for the non-invasive assessment of autism-related behavioral markers cs.CV · 2012 · author #7
  54. A Complete System for Candidate Polyps Detection in Virtual Colonoscopy cs.CV · 2012 · author #3
  55. Learning Robust Low-Rank Representations cs.LG · 2012 · author #3
  56. Are You Imitating Me? Unsupervised Sparse Modeling for Group Activity Analysis from a Single Video cs.CV · 2012 · author #4
  57. L1 Splines for Robust, Simple, and Fast Smoothing of Grid Data cs.NA · 2012 · author #2
  58. Semi-Supervised Single- and Multi-Domain Regression with Multi-Domain Training stat.ML · 2012 · author #3
  59. Task-Driven Adaptive Statistical Compressive Sensing of Gaussian Mixture Models cs.CV · 2012 · author #4
  60. Online Adaptive Statistical Compressed Sensing of Gaussian Mixture Models cs.CV · 2011 · author #2
  61. Low-rank data modeling via the Minimum Description Length principle cs.IT · 2011 · author #2
  62. Blind Compressed Sensing Over a Structured Union of Subspaces cs.IT · 2011 · author #4
  63. A convex model for non-negative matrix factorization and dimensionality reduction on physical space stat.ML · 2011 · author #4
  64. Statistical Compressed Sensing of Gaussian Mixture Models cs.CV · 2011 · author #2
  65. Collaborative Sources Identification in Mixed Signals via Hierarchical Sparse Modeling cs.CV · 2010 · author #4
  66. Statistical Compressive Sensing of Gaussian Mixture Models cs.CV · 2010 · author #2
  67. Efficient Matrix Completion with Gaussian Models cs.LG · 2010 · author #3
  68. Solving Inverse Problems with Piecewise Linear Estimators: From Gaussian Mixture Models to Structured Sparsity cs.CV · 2010 · author #2
  69. C-HiLasso: A Collaborative Hierarchical Sparse Modeling Framework stat.ML · 2010 · author #3
  70. Universal Regularizers For Robust Sparse Coding and Modeling cs.IT · 2010 · author #2
  71. Collaborative Hierarchical Sparse Modeling cs.IT · 2010 · author #3
  72. Online Learning for Matrix Factorization and Sparse Coding stat.ML · 2009 · author #5
  73. Supervised Dictionary Learning cs.CV · 2008 · author #5

Mentions

  • 1309.2074 #2 · backfill · confidence 0.70 Guillermo Sapiro
  • 2605.06915 #5 · arxiv_oai · confidence 0.70 Guillermo Sapiro
  • 1308.0275 #2 · backfill · confidence 0.70 Guillermo Sapiro
  • 1308.0273 #2 · backfill · confidence 0.70 Guillermo Sapiro
  • 1305.6918 #7 · backfill · confidence 0.70 Guillermo Sapiro
  • 1302.3446 #5 · backfill · confidence 0.70 Guillermo Sapiro
  • 1302.2575 #7 · backfill · confidence 0.70 Guillermo Sapiro
  • 1212.3631 #3 · backfill · confidence 0.70 Guillermo Sapiro
  • 1210.7014 #7 · backfill · confidence 0.70 Guillermo Sapiro
  • 1209.6525 #3 · backfill · confidence 0.70 Guillermo Sapiro
  • 1209.6393 #3 · backfill · confidence 0.70 Guillermo Sapiro
  • 1208.5451 #4 · backfill · confidence 0.70 Guillermo Sapiro
  • 1208.2292 #2 · backfill · confidence 0.70 Guillermo Sapiro
  • 1203.4422 #3 · backfill · confidence 0.70 Guillermo Sapiro
  • 1201.5404 #4 · backfill · confidence 0.70 Guillermo Sapiro
  • 1112.5895 #2 · backfill · confidence 0.70 Guillermo Sapiro
  • 1109.6297 #2 · backfill · confidence 0.70 Guillermo Sapiro
  • 1103.2469 #4 · backfill · confidence 0.70 Guillermo Sapiro
  • 1102.0844 #4 · backfill · confidence 0.70 Guillermo Sapiro
  • 1101.5785 #2 · backfill · confidence 0.70 Guillermo Sapiro
  • 1010.4893 #4 · backfill · confidence 0.70 Guillermo Sapiro
  • 1010.4314 #2 · backfill · confidence 0.70 Guillermo Sapiro
  • 1010.4050 #3 · backfill · confidence 0.70 Guillermo Sapiro
  • 1006.3056 #2 · backfill · confidence 0.70 Guillermo Sapiro
  • 1006.1346 #3 · backfill · confidence 0.70 Guillermo Sapiro
  • 1003.2941 #2 · backfill · confidence 0.70 Guillermo Sapiro
  • 1003.0400 #3 · backfill · confidence 0.70 Guillermo Sapiro
  • 0908.0050 #5 · backfill · confidence 0.70 Guillermo Sapiro
  • 0809.3083 #5 · backfill · confidence 0.70 Guillermo Sapiro

Frequent Coauthors