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Luis Gonzalo Sánchez Giraldo
Luis Gonzalo Sánchez Giraldo
Electrical and Computer Engineering, University of Kentucky
Adresă de e-mail confirmată pe uky.edu - Pagina de pornire
Titlu
Citat de
Citat de
Anul
Measures of Entropy from Data Using Infinitely Divisible Kernels
LG Sanchez Giraldo, M Rao, JC Principe
Transactions on Information Theory 61 (1), 535-548, 2015
158*2015
Multivariate Extension of Matrix-based Renyi's {\alpha}-order Entropy Functional
S Yu, LG Sanchez Giraldo, R Jenssen, JC Principe
arXiv preprint arXiv:1808.07912, 2018
110*2018
Stimulus-and goal-oriented frameworks for understanding natural vision
MH Turner, LG Sanchez Giraldo, O Schwartz, F Rieke
Nature neuroscience, 2018
712018
Information theoretic shape matching
E Hasanbelliu, L Sanchez Giraldo, JC Principe
IEEE transactions on pattern analysis and machine intelligence 36 (12), 2436 …, 2014
692014
Information theoretic learning with infinitely divisible kernels
LG Sanchez Giraldo, JC Principe
ICLR 2013, 2013
33*2013
Correspondence of deep neural networks and the brain for visual textures
MNU Laskar, LG Sanchez Giraldo, O Schwartz
262018
Normalization and pooling in hierarchical models of natural images
LG Sanchez-Giraldo, MNU Laskar, O Schwartz
Current opinion in neurobiology 55, 65-72, 2019
232019
Acoustic speech analysis for hypernasality detection in children
G Castellanos, G Daza, L Sánchez, O Castrillón, J Suárez
2006 International Conference of the IEEE Engineering in Medicine and …, 2006
232006
Information-Theoretic Methods in Deep Neural Networks: Recent Advances and Emerging Opportunities.
S Yu, LGS Giraldo, JC Príncipe
IJCAI, 4669-4678, 2021
202021
Deep neural networks capture texture sensitivity in V2
MNU Laskar, LGS Giraldo, O Schwartz
Journal of Vision 20 (7), 21-1, 2020
202020
Introduction to Kernel PCA and other Spectral Methods Applied to Unsupervised Learning
LG Sánchez, GA Osorio, JF Suárez
Revista Colombiana de Estadística 31 (1), 19-40, 2008
20*2008
Integrating Flexible Normalization into Midlevel Representations of Deep Convolutional Neural Networks
LG Sánchez Giraldo, O Schwartz
Neural computation 31 (11), 2138-2176, 2019
192019
Rate-distortion auto-encoders
LG Sanchez Giraldo, JC Principe
arXiv preprint arXiv:1312.7381, 2013
182013
Information-theoretic metric learning: 2-D linear projections of neural data for visualization
AJ Brockmeier, LG Sanchez Giraldo, MS Emigh, J Bae, JS Choi, ...
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual …, 2013
182013
A robust point matching algorithm for non-rigid registration using the cauchy-schwarz divergence
E Hasanbelliu, L Sanchez Giraldo, JC Príncipe
Machine Learning for Signal Processing (MLSP), 2011 IEEE International …, 2011
182011
Selección de características orientada a sistemas de reconocimiento de granos maduros de café.
GD Santacoloma, JFS Cifuentes, LG Sánchez
Scientia et technica 3 (35), 139-144, 2007
172007
Stochastic kernel temporal difference for reinforcement learning
J Bae, L Sanchez Giraldo, P Chhatbar, J Francis, J Sanchez, J Principe
Machine Learning for Signal Processing (MLSP), 2011 IEEE International …, 2011
162011
Feature selection in pathology detection using hybrid multidimensional analysis
G Castellanos, E Delgado, G Daza, LG Sanchez, JF Suarez
2006 International Conference of the IEEE Engineering in Medicine and …, 2006
152006
Group-Wise Point-Set Registration Based on Rényi's Second Order Entropy.
LG Sanchez Giraldo, E Hasanbelliu, M Rao, JC Principe
CVPR, 2454-2462, 2017
142017
Kernel temporal differences for neural decoding
J Bae, LG Sanchez Giraldo, EA Pohlmeyer, JT Francis, JC Sanchez, ...
Computational intelligence and neuroscience 2015, 25, 2015
142015
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