| Compressed sensing based method for ECG compression LF Polania, RE Carrillo, M Blanco-Velasco, KE Barner 2011 IEEE international conference on acoustics, speech and signal …, 2011 | 200 | 2011 |
| Exploiting prior knowledge in compressed sensing wireless ECG systems LF Polania, RE Carrillo, M Blanco-Velasco, KE Barner IEEE journal of Biomedical and Health Informatics 19 (2), 508-519, 2014 | 140 | 2014 |
| A tale of two features: Stable diffusion complements dino for zero-shot semantic correspondence J Zhang, C Herrmann, J Hur, L Polania Cabrera, V Jampani, D Sun, ... Advances in Neural Information Processing Systems 36, 2024 | 116 | 2024 |
| Iterative algorithms for compressed sensing with partially known support RE Carrillo, LF Polania, KE Barner 2010 IEEE International Conference on Acoustics, Speech and Signal …, 2010 | 92 | 2010 |
| Deep adaptive wavelet network MXB Rodriguez, A Gruson, L Polania, S Fujieda, F Prieto, K Takayama, ... Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020 | 79 | 2020 |
| Visual prompt tuning for generative transfer learning K Sohn, H Chang, J Lezama, L Polania, H Zhang, Y Hao, I Essa, L Jiang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 76 | 2023 |
| Group-level emotion recognition using hybrid deep models based on faces, scenes, skeletons and visual attentions X Guo, B Zhu, LF Polanía, C Boncelet, KE Barner Proceedings of the 20th ACM international conference on multimodal …, 2018 | 52 | 2018 |
| Iterative hard thresholding for compressed sensing with partially known support RE Carrillo, LF Polania, KE Barner 2011 IEEE International Conference on Acoustics, Speech and Signal …, 2011 | 48 | 2011 |
| Multi-scale dictionary learning for compressive sensing ECG LF Polania, KE Barner 2013 IEEE Digital Signal Processing and Signal Processing Education Meeting …, 2013 | 45 | 2013 |
| Group-level emotion recognition using deep models on image scene, faces, and skeletons X Guo, LF Polanía, KE Barner Proceedings of the 19th ACM International Conference on Multimodal …, 2017 | 43 | 2017 |
| Exploiting Restricted Boltzmann Machines and Deep Belief Networks in Compressed Sensing LF Polanía, KE Barner IEEE Transactions on Signal Processing 65 (17), 4538-4550, 2017 | 42 | 2017 |
| Graph neural networks for image understanding based on multiple cues: Group emotion recognition and event recognition as use cases X Guo, L Polania, B Zhu, C Boncelet, K Barner Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2020 | 41 | 2020 |
| Method for classifying cardiac arrhythmias using photoplethysmography LF Polanía, LK Mestha, DT Huang, JP Couderc 2015 37th Annual International Conference of the IEEE Engineering in …, 2015 | 37 | 2015 |
| Deep Learning for fractographic classification in metallic materials MX Bastidas-Rodriguez, L Polania, A Gruson, F Prieto-Ortiz Engineering Failure Analysis 113, 104532, 2020 | 33 | 2020 |
| Learning fashion compatibility across apparel categories for outfit recommendation LF Polanía, S Gupte 2019 IEEE International Conference on Image Processing (ICIP), 4489-4493, 2019 | 28 | 2019 |
| Leveraging a discriminative dictionary learning algorithm for single-lead ECG classification SM Mathews, LF Polania, KE Barner 2015 41st Annual Northeast Biomedical Engineering Conference (NEBEC), 1-2, 2015 | 28 | 2015 |
| Compressed sensing ECG using restricted Boltzmann machines LF Polanía, RI Plaza Biomedical Signal Processing and Control 45, 237-245, 2018 | 25 | 2018 |
| Boosted embeddings for time-series forecasting SR Karingula, N Ramanan, R Tahmasbi, M Amjadi, D Jung, R Si, ... International Conference on Machine Learning, Optimization, and Data Science …, 2021 | 22 | 2021 |
| Predicting self-reported customer satisfaction of interactions with a corporate call center J Bockhorst, S Yu, L Polania, G Fung Machine Learning and Knowledge Discovery in Databases: European Conference …, 2017 | 20 | 2017 |
| Interactive display for facial skin monitoring SC Morgana, R Bala, MA Shreve, LFP Cabrera, PJ Matts, A Purwar US Patent 10,255,482, 2019 | 19 | 2019 |
