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Luisa F. Polanía
Person information
- affiliation: American Family Mutual Insurance Company, Madison, WI, USA
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2020 – today
- 2025
- [i11]Pedro Vélez, Luisa F. Polanía, Yi Yang, Chuhan Zhang, Rishabh Kabra, Anurag Arnab, Mehdi S. M. Sajjadi:
From Image to Video: An Empirical Study of Diffusion Representations. CoRR abs/2502.07001 (2025) - 2024
- [i10]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 Sun, Thomas Kipf, Carl Doersch, Viorica Patraucean, Dima Damen, Pauline Luc, Mehdi S. M. Sajjadi, Andrew Zisserman:
Scaling 4D Representations. CoRR abs/2412.15212 (2024) - 2021
- [j4]Glenn Fung, Luisa F. Polanía, Sou-Cheng T. Choi, Victor Wu, Lawrence Ma:
Editorial: Artificial Intelligence in Insurance and Finance. Frontiers Appl. Math. Stat. 7: 795207 (2021) - [c19]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:
Boosted Embeddings for Time-Series Forecasting. LOD 2021: 1-14 - 2020
- [c18]Luisa F. Polanía, Raja Bala, Ankur Purwar, Paul Matts
, Martin Maltz:
Skin Chromophore Estimation from Mobile Selfie Images using Constrained Independent Component Analysis. Computational Imaging 2020 - [c17]Luisa F. Polanía, Mauricio Flores, Matthew S. Nokleby, Yiran Li:
Learning Furniture Compatibility with Graph Neural Networks. CVPR Workshops 2020: 1505-1513 - [c16]Xin Guo, Luisa F. Polanía, Bin Zhu, Charles Boncelet, Kenneth E. Barner:
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases. WACV 2020: 2910-2919 - [c15]Maria-Ximena Bastidas-Rodríguez, Adrien Gruson, Luisa F. Polanía, Shin Fujieda
Deep Adaptive Wavelet Network. WACV 2020: 3100-3108 - [i9]Xin Guo, Luisa F. Polanía, Kenneth E. Barner:
Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks. CoRR abs/2002.09023 (2020) - [i8]Luisa F. Polanía, Mauricio Flores, Yiran Li, Matthew S. Nokleby:
Learning Furniture Compatibility with Graph Neural Networks. CoRR abs/2004.07268 (2020)
2010 – 2019
- 2019
- [c14]Xin Guo, Luisa F. Polanía, Javier Garcia-Frías
Social Relationship Recognition Based on A Hybrid Deep Neural Network. FG 2019: 1-5 - [c13]Luisa F. Polanía, Satyajit Gupte:
Learning Fashion Compatibility Across Apparel Categories for Outfit Recommendation. ICIP 2019: 4489-4493 - [c12]Maria-Ximena Bastidas-Rodríguez, Flavio Augusto Prieto Ortíz
A Textural Deep Neural Network Combined With Handcrafted Features for Mechanical Failure Classification. ICIT 2019: 847-852 - [c11]Luisa F. Polanía, Glenn Fung, Dongning Wang:
Ordinal Regression Using Noisy Pairwise Comparisons for Body Mass Index Range Estimation. WACV 2019: 782-790 - [i7]Luisa F. Polanía, Satyajit Gupte:
Learning fashion compatibility across apparel categories for outfit recommendation. CoRR abs/1905.03703 (2019) - [i6]Xin Guo, Luisa F. Polanía, Bin Zhu, Charles Boncelet, Kenneth E. Barner:
Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases. CoRR abs/1909.12911 (2019) - [i5]Maria-Ximena Bastidas-Rodríguez, Adrien Gruson, Luisa F. Polanía, Shin Fujieda, Flavio Augusto Prieto Ortíz, Kohei Takayama, Toshiya Hachisuka:
Deep Adaptive Wavelet Network. CoRR abs/1912.05035 (2019) - 2018
- [j3]Luisa F. Polanía, Rafael I. Plaza:
Compressed sensing ECG using restricted Boltzmann machines. Biomed. Signal Process. Control. 45: 237-245 (2018) - [c10]Xin Guo, Luisa F. Polanía, Kenneth E. Barner:
Smile Detection in the Wild Based on Transfer Learning. FG 2018: 679-686 - [c9]Xin Guo, Bin Zhu, Luisa F. Polanía, Charles Boncelet, Kenneth E. Barner:
Group-Level Emotion Recognition Using Hybrid Deep Models Based on Faces, Scenes, Skeletons and Visual Attentions. ICMI 2018: 635-639 - [i4]Xin Guo, Luisa F. Polanía, Kenneth E. Barner:
Smile detection in the wild based on transfer learning. CoRR abs/1802.02185 (2018) - [i3]Luisa F. Polanía, Dongning Wang, Glenn Fung:
Ordinal Regression using Noisy Pairwise Comparisons for Body Mass Index Range Estimation. CoRR abs/1811.03268 (2018) - 2017
- [j2]Luisa F. Polanía, Kenneth E. Barner:
Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing. IEEE Trans. Signal Process. 65(17): 4538-4550 (2017) - [c8]Xin Guo, Luisa F. Polanía, Kenneth E. Barner:
Group-level emotion recognition using deep models on image scene, faces, and skeletons. ICMI 2017: 603-608 - [c7]Joseph Bockhorst, Shi Yu, Luisa F. Polanía, Glenn Fung:
Predicting Self-reported Customer Satisfaction of Interactions with a Corporate Call Center. ECML/PKDD (3) 2017: 179-190 - [i2]Luisa F. Polanía, Kenneth E. Barner:
Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing. CoRR abs/1705.10500 (2017) - 2015
- [j1]Luisa F. Polanía, Rafael E. Carrillo
Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems. IEEE J. Biomed. Health Informatics 19(2): 508-519 (2015) - [c6]Luisa F. Polanía, Lalit K. Mestha, David T. Huang, Jean-Philippe Couderc:
Method for classifying cardiac arrhythmias using photoplethysmography. EMBC 2015: 6574-6577 - 2014
- [c5]Luisa F. Polanía, Kenneth E. Barner:
A weighted ℓ1 minimization algorithm for compressed sensing ECG. ICASSP 2014: 4413-4417 - [i1]Luisa F. Polanía, Rafael E. Carrillo, Manuel Blanco-Velasco, Kenneth E. Barner:
Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems. CoRR abs/1405.4201 (2014) - 2011
- [c4]Luisa F. Polanía, Rafael E. Carrillo
Matrix completion based ECG compression. EMBC 2011: 1757-1760 - [c3]Luisa F. Polanía, Rafael E. Carrillo
Compressed sensing based method for ECG compression. ICASSP 2011: 761-764 - [c2]Rafael E. Carrillo
Iterative hard thresholding for compressed sensing with partially known support. ICASSP 2011: 4028-4031 - 2010
- [c1]Rafael E. Carrillo
Iterative algorithms for compressed sensing with partially known support. ICASSP 2010: 3654-3657
Coauthor Index
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