دنبال کردن
Luis Gonzalo Sánchez Giraldo
Luis Gonzalo Sánchez Giraldo
Electrical and Computer Engineering, University of Kentucky
ایمیل تأیید شده در uky.edu - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
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
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20