Iterative algorithms for compressed sensing with partially known support. - Rafael E. Carrillo; Luisa F. Polanía; Kenneth E. Barner (ICASSP, 2010)

Matrix completion based ECG compression. - Luisa F. Polanía; Rafael E. Carrillo; Manuel Blanco-Velasco; Kenneth E. Barner (EMBC, 2011)

Iterative hard thresholding for compressed sensing with partially known support. - Rafael E. Carrillo; Luisa F. Polanía; Kenneth E. Barner (ICASSP, 2011)

Compressed sensing based method for ECG compression. - Luisa F. Polanía; Rafael E. Carrillo; Manuel Blanco-Velasco; Kenneth E. Barner (ICASSP, 2011)

A weighted ℓ1 minimization algorithm for compressed sensing ECG. - Luisa F. Polanía; Kenneth E. Barner (ICASSP, 2014)

Method for classifying cardiac arrhythmias using photoplethysmography. - Luisa F. Polanía; Lalit K. Mestha; David T. Huang; Jean-Philippe Couderc (EMBC, 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)

Group-level emotion recognition using deep models on image scene, faces, and skeletons. - Xin Guo 007; Luisa F. Polanía; Kenneth E. Barner (ICMI, 2017)

Predicting Self-reported Customer Satisfaction of Interactions with a Corporate Call Center. - Joseph Bockhorst; Shi Yu; Luisa F. Polanía; Glenn Fung (ECML/PKDD (3), 2017)

Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing. - Luisa F. Polanía; Kenneth E. Barner (IEEE Trans. Signal Process., 2017)

Smile Detection in the Wild Based on Transfer Learning. - Xin Guo 007; Luisa F. Polanía; Kenneth E. Barner (FG, 2018)

Group-Level Emotion Recognition Using Hybrid Deep Models Based on Faces, Scenes, Skeletons and Visual Attentions. - Xin Guo 007; Bin Zhu; Luisa F. Polanía; Charles Boncelet; Kenneth E. Barner (ICMI, 2018)

Compressed sensing ECG using restricted Boltzmann machines. - Luisa F. Polanía; Rafael I. Plaza (Biomed. Signal Process. Control., 2018)

Social Relationship Recognition Based on A Hybrid Deep Neural Network. - Xin Guo 007; Luisa F. Polanía; Javier Garcia-Frías; Kenneth E. Barner (FG, 2019)

Learning Fashion Compatibility Across Apparel Categories for Outfit Recommendation. - Luisa F. Polanía; Satyajit Gupte (ICIP, 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 (ICIT, 2019)

Ordinal Regression Using Noisy Pairwise Comparisons for Body Mass Index Range Estimation. - Luisa F. Polanía; Glenn Fung; Dongning Wang (WACV, 2019)

Skin Chromophore Estimation from Mobile Selfie Images using Constrained Independent Component Analysis. - Luisa F. Polanía; Raja Bala; Ankur Purwar; Paul Matts; Martin Maltz (Computational Imaging, 2020)

Learning Furniture Compatibility with Graph Neural Networks. - Luisa F. Polanía; Mauricio Flores; Matthew S. Nokleby; Yiran Li (CVPR Workshops, 2020)

Deep Adaptive Wavelet Network. - Maria-Ximena Bastidas-Rodríguez; Adrien Gruson; Luisa F. Polanía; Shin Fujieda; Flavio Augusto Prieto Ortíz; Kohei Takayama; Toshiya Hachisuka (WACV, 2020)

Graph Neural Networks for Image Understanding Based on Multiple Cues: Group Emotion Recognition and Event Recognition as Use Cases. - Xin Guo 007; Luisa F. Polanía; Bin Zhu; Charles Boncelet; Kenneth E. Barner (WACV, 2020)

Audio-video Emotion Recognition in the Wild using Deep Hybrid Networks. - Xin Guo 007; Luisa F. Polanía; Kenneth E. Barner (CoRR, 2020)

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 (LOD, 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)

Scaling 4D Representations. - João Carreira 001; Dilara Gokay; Michael King; Chuhan Zhang; Ignacio Rocco; Aravindh Mahendran; Thomas Keck; Joseph Heyward; Skanda Koppula; Etienne Pot; Goker Erdogan; Yana Hasson; et al. (CoRR, 2024)

From Image to Video: An Empirical Study of Diffusion Representations. - Pedro Vélez; Luisa F. Polanía; Yi Yang 007; Chuhan Zhang; Rishabh Kabra; Anurag Arnab; Mehdi S. M. Sajjadi (CoRR, 2025)