Luis Gonzalo Sánchez Giraldo
University of Kentucky
H-index: 15
North America-United States
Top articles of Luis Gonzalo Sánchez Giraldo
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
DiME: Maximizing Mutual Information by a Difference of Matrix-Based Entropies | arXiv preprint arXiv:2301.08164 | Oscar Skean Jhoan Keider Hoyos Osorio Austin J Brockmeier Luis Gonzalo Sanchez Giraldo | 2023/1/19 |
Non-uniform Sampling-Based Breast Cancer Classification | Santiago Posso Murillo Oscar Skean Luis G Sanchez Giraldo | 2023/10/8 | |
Skin Lesion Segmentation Improved by Transformer-Based Networks with Inter-scale Dependency Modeling | Sania Eskandari Janet Lumpp Luis Sanchez Giraldo | 2023/10/8 | |
FroSSL: Frobenius Norm Minimization for Self-Supervised Learning | arXiv preprint arXiv:2310.02903 | Oscar Skean Aayush Dhakal Nathan Jacobs Luis Gonzalo Sanchez Giraldo | 2023/10/4 |
The Representation Jensen-Shannon Divergence | arXiv preprint arXiv:2305.16446 | Jhoan K Hoyos-Osorio Luis G Sanchez-Giraldo | 2023/5/25 |
Multiscale principle of relevant information for hyperspectral image classification | Machine Learning | Yantao Wei Shujian Yu Luis Sanchez Giraldo José C Príncipe | 2023/4 |
An Alternate View on Optimal Filtering in an RKHS | arXiv preprint arXiv:2312.12318 | Benjamin Colburn Jose C Principe Luis G Sanchez Giraldo | 2023/12/19 |
The Functional Wiener Filter | arXiv preprint arXiv:2301.00291 | Benjamin Colburn Luis G Sanchez Giraldo Jose C Principe | 2022/12/31 |
Inference via sparse coding in a hierarchical vision model | Journal of Vision | Joshua Bowren Luis Sanchez-Giraldo Odelia Schwartz | 2022/2/1 |
Metric Learning in Freewill EEG Pre-Movement and Movement Intention Classification for Brain Machine Interfaces | Frontiers in Human Neuroscience | William Plucknett Luis G Sanchez Giraldo Jihye Bae | 2022/7/1 |
Identifying the Instances Associated with Distribution Shifts using the Max-Sliced Bures Divergence | Austin J Brockmeier Claudio Cesar Claros-Olivares Matthew Emigh Luis Gonzalo Sanchez Giraldo | 2021/12/2 | |
Information-Theoretic Methods in Deep Neural Networks: Recent Advances and Emerging Opportunities. | Shujian Yu Luis G Sánchez Giraldo José C Príncipe | 2021/8 | |
Brain-inspired weighted normalization for CNN image classification | bioRxiv | Xu Pan Luis Gonzalo Sánchez Giraldo Elif Kartal Odelia Schwartz | 2021/5/22 |
The Representation Jensen-R\'enyi Divergence | arXiv preprint arXiv:2112.01583 | Jhoan Keider Hoyos Osorio Oscar Skean Austin Brockmeier Luis Gonzalo Sanchez Giraldo | 2021/12/2 |
Max-sliced Bures Distance for Interpreting Discrepancies | Austin J. Brockmeier Claudio Cesar Claros Carlos H. Mendoza-Cardenas Yüksel Karahan Matthew S. Emigh | 2020/11/25 | |
Deep neural networks capture texture sensitivity in V2 | Journal of Vision | Md Nasir Uddin Laskar Luis Gonzalo Sanchez Giraldo Odelia Schwartz | 2020/7/1 |
Co-Authors
