Luisa F. Polanía

34 papers A 3B 5Misc 4Journal 15Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
From Image to Video: An Empirical Study of Diffusion Representations.
CoRR
Pedro Vélez, Luisa F. Polanía, Yi Yang, Chuhan Zhang, Rishabh Kabra, Anurag Arnab, Mehdi S. M. Sajjadi
2024 J jnl
Scaling 4D Representations.
CoRR
João Carreira, Dilara Gokay, Michael King, Chuhan Zhang, Ignacio Rocco, Aravindh Mahendran, Thomas Keck, Joseph Heyward, Skanda Koppula, Etienne Pot, Goker Erdogan, Yana Hasson, Yi Yang, Klaus Greff, Guillaume Le Moing, Sjoerd van Steenkiste, Daniel Zoran, Drew A. Hudson, Pedro Vélez, Luisa F. Polanía, Luke Friedman, Chris Duvarney, Ross Goroshin, Kelsey R. Allen, Jacob C. Walker, Rishabh Kabra, Eric Aboussouan, Jennifer J. Sun, Thomas Kipf, Carl Doersch, Viorica Patraucean, Dima Damen, Pauline Luc, Mehdi S. M. Sajjadi, Andrew Zisserman
2021 — conf
Boosted Embeddings for Time-Series Forecasting.
LOD
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
2021 J jnl
Editorial: Artificial Intelligence in Insurance and Finance.
Frontiers Appl. Math. Stat.
Glenn Fung, Luisa F. Polanía, Sou-Cheng T. Choi, Victor Wu, Lawrence Ma
2020 J jnl
Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks.
CoRR
Xin Guo, Luisa F. Polanía, Kenneth E. Barner
2020 A conf
Deep Adaptive Wavelet Network.
WACV
Maria-Ximena Bastidas-Rodríguez, Adrien Gruson, Luisa F. Polanía, Shin Fujieda, Flavio Augusto Prieto Ortíz, Kohei Takayama, Toshiya Hachisuka
2020 A conf
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases.
WACV
Xin Guo, Luisa F. Polanía, Bin Zhu, Charles Boncelet, Kenneth E. Barner
2020 — conf
Learning Furniture Compatibility with Graph Neural Networks.
CVPR Workshops
Luisa F. Polanía, Mauricio Flores, Matthew S. Nokleby, Yiran Li
2020 J jnl
Learning Furniture Compatibility with Graph Neural Networks.
CoRR
Luisa F. Polanía, Mauricio Flores, Yiran Li, Matthew S. Nokleby
2020 — conf
Skin Chromophore Estimation from Mobile Selfie Images using Constrained Independent Component Analysis.
Computational Imaging
Luisa F. Polanía, Raja Bala, Ankur Purwar, Paul Matts, Martin Maltz
2019 — conf
A Textural Deep Neural Network Combined With Handcrafted Features for Mechanical Failure Classification.
ICIT
Maria-Ximena Bastidas-Rodríguez, Flavio Augusto Prieto Ortíz, Luisa F. Polanía
2019 J jnl
Deep Adaptive Wavelet Network.
CoRR
Maria-Ximena Bastidas-Rodríguez, Adrien Gruson, Luisa F. Polanía, Shin Fujieda, Flavio Augusto Prieto Ortíz, Kohei Takayama, Toshiya Hachisuka
2019 J jnl
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases.
CoRR
Xin Guo, Luisa F. Polanía, Bin Zhu, Charles Boncelet, Kenneth E. Barner
2019 B conf
Learning Fashion Compatibility Across Apparel Categories for Outfit Recommendation.
ICIP
Luisa F. Polanía, Satyajit Gupte
2019 J jnl
Learning fashion compatibility across apparel categories for outfit recommendation.
CoRR
Luisa F. Polanía, Satyajit Gupte
2019 A conf
Ordinal Regression Using Noisy Pairwise Comparisons for Body Mass Index Range Estimation.
WACV
Luisa F. Polanía, Glenn Fung, Dongning Wang
2019 B conf
Social Relationship Recognition Based on A Hybrid Deep Neural Network.
FG
Xin Guo, Luisa F. Polanía, Javier Garcia-Frías, Kenneth E. Barner
2018 J jnl
Compressed sensing ECG using restricted Boltzmann machines.
Biomed. Signal Process. Control.
Luisa F. Polanía, Rafael I. Plaza
2018 B conf
Group-Level Emotion Recognition Using Hybrid Deep Models Based on Faces, Scenes, Skeletons and Visual Attentions.
ICMI
Xin Guo, Bin Zhu, Luisa F. Polanía, Charles Boncelet, Kenneth E. Barner
2018 J jnl
Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation.
CoRR
Luisa F. Polanía, Dongning Wang, Glenn Fung
2018 B conf
Smile Detection in the Wild Based on Transfer Learning.
FG
Xin Guo, Luisa F. Polanía, Kenneth E. Barner
2018 J jnl
Smile detection in the wild based on transfer learning.
CoRR
Xin Guo, Luisa F. Polanía, Kenneth E. Barner
2017 J jnl
Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing.
CoRR
Luisa F. Polanía, Kenneth E. Barner
2017 J jnl
Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing.
IEEE Trans. Signal Process.
Luisa F. Polanía, Kenneth E. Barner
2017 B conf
Group-level emotion recognition using deep models on image scene, faces, and skeletons.
ICMI
Xin Guo, Luisa F. Polanía, Kenneth E. Barner
2017 — conf
Predicting Self-reported Customer Satisfaction of Interactions with a Corporate Call Center.
ECML/PKDD (3)
Joseph Bockhorst, Shi Yu, Luisa F. Polanía, Glenn Fung
2015 J jnl
Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems.
IEEE J. Biomed. Health Informatics
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
2015 — conf
Method for classifying cardiac arrhythmias using photoplethysmography.
EMBC
Luisa F. Polanía, Lalit K. Mestha, David T. Huang, Jean-Philippe Couderc
2014 Misc conf
A weighted ℓ1 minimization algorithm for compressed sensing ECG.
ICASSP
Luisa F. Polanía, Kenneth E. Barner
2014 J jnl
Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems.
CoRR
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
2011 Misc conf
Compressed sensing based method for ECG compression.
ICASSP
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
2011 Misc conf
Iterative hard thresholding for compressed sensing with partially known support.
ICASSP
Rafael E. Carrillo, Luisa F. Polanía, Kenneth E. Barner
2011 — conf
Matrix completion based ECG compression.
EMBC
Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner
2010 Misc conf
Iterative algorithms for compressed sensing with partially known support.
ICASSP
Rafael E. Carrillo, Luisa F. Polanía, Kenneth E. Barner