Luisa F. Polanía

According to our database, Luisa F. Polanía authored at least 25 papers between 2010 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

From Image to Video: An Empirical Study of Diffusion Representations.

Pedro Vélez, Luisa F. Polanía, Yi Yang, Chuhan Zhang, Rishabh Kabra, Anurag Arnab, Mehdi S. M. Sajjadi

CoRR, February, 2025

2021

Editorial: Artificial Intelligence in Insurance and Finance.

Glenn Fung, Luisa F. Polanía, Sou-Cheng T. Choi, Victor Wu, Lawrence Ma

Frontiers Appl. Math. Stat., 2021

Boosted Embeddings for Time-Series Forecasting.

Sankeerth Rao Karingula, Nandini Ramanan, Rasool Tahmasbi, Mehrnaz Amjadi, Deokwoo Jung, Ricky Si, Charanraj Thimmisetty, Luisa F. Polanía, Marjorie Sayer, Jake Taylor, Claudionor Nunes Coelho

Proceedings of the Machine Learning, Optimization, and Data Science, 2021

2020

Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks.

Xin Guo, Luisa F. Polanía, Kenneth E. Barner

CoRR, 2020

Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases.

Xin Guo, Luisa F. Polanía, Bin Zhu, Charles Boncelet, Kenneth E. Barner

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Deep Adaptive Wavelet Network.

Maria-Ximena Bastidas-Rodríguez, Adrien Gruson, Luisa F. Polanía, Shin Fujieda, Flavio Augusto Prieto Ortíz, Kohei Takayama, Toshiya Hachisuka

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Learning Furniture Compatibility with Graph Neural Networks.

Luisa F. Polanía, Mauricio Flores, Matthew S. Nokleby, Yiran Li

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Skin Chromophore Estimation from Mobile Selfie Images using Constrained Independent Component Analysis.

Luisa F. Polanía, Raja Bala, Ankur Purwar, Paul Matts, Martin Maltz

Proceedings of the Computational Imaging XVIII, Burlingame, 2020

2019

Ordinal Regression Using Noisy Pairwise Comparisons for Body Mass Index Range Estimation.

Luisa F. Polanía, Glenn Fung, Dongning Wang

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

A Textural Deep Neural Network Combined With Handcrafted Features for Mechanical Failure Classification.

Maria-Ximena Bastidas-Rodríguez, Flavio Augusto Prieto Ortíz, Luisa F. Polanía

Proceedings of the IEEE International Conference on Industrial Technology, 2019

Learning Fashion Compatibility Across Apparel Categories for Outfit Recommendation.

Luisa F. Polanía, Satyajit Gupte

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Social Relationship Recognition Based on A Hybrid Deep Neural Network.

Xin Guo, Luisa F. Polanía, Javier Garcia-Frías, Kenneth E. Barner

Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018

Compressed sensing ECG using restricted Boltzmann machines.

Luisa F. Polanía, Rafael I. Plaza

Biomed. Signal Process. Control., 2018

Group-Level Emotion Recognition Using Hybrid Deep Models Based on Faces, Scenes, Skeletons and Visual Attentions.

Xin Guo, Bin Zhu, Luisa F. Polanía, Charles Boncelet, Kenneth E. Barner

Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018

Smile Detection in the Wild Based on Transfer Learning.

Xin Guo, Luisa F. Polanía, Kenneth E. Barner

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

2017

Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing.

Luisa F. Polanía, Kenneth E. Barner

IEEE Trans. Signal Process., 2017

Predicting Self-reported Customer Satisfaction of Interactions with a Corporate Call Center.

Joseph Bockhorst, Shi Yu, Luisa F. Polanía, Glenn Fung

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Group-level emotion recognition using deep models on image scene, faces, and skeletons.

Xin Guo, Luisa F. Polanía, Kenneth E. Barner

Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017

2015

Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems.

Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner

IEEE J. Biomed. Health Informatics, 2015

Method for classifying cardiac arrhythmias using photoplethysmography.

Luisa F. Polanía, Lalit K. Mestha, David T. Huang, Jean-Philippe Couderc

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014

A weighted ℓ1 minimization algorithm for compressed sensing ECG.

Luisa F. Polanía, Kenneth E. Barner

Proceedings of the IEEE International Conference on Acoustics, 2014

2011

Compressed sensing based method for ECG compression.

Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner

Proceedings of the IEEE International Conference on Acoustics, 2011

Iterative hard thresholding for compressed sensing with partially known support.

Rafael E. Carrillo, Luisa F. Polanía, Kenneth E. Barner

Proceedings of the IEEE International Conference on Acoustics, 2011

Matrix completion based ECG compression.

Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner

Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010

Iterative algorithms for compressed sensing with partially known support.

Rafael E. Carrillo, Luisa F. Polanía, Kenneth E. Barner

Proceedings of the IEEE International Conference on Acoustics, 2010