Research output per year
Research output per year
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Dive into the research topics where Pavan Turaga is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Functional data analysis approach for mapping change in time series: A case study using bicycle ridership patterns
Roy, A., Nelson, T. & Turaga, P., Jan 2023, In: Transportation Research Interdisciplinary Perspectives. 17, 100752.Research output: Contribution to journal › Article › peer-review
Open Access -
Leveraging angular distributions for improved knowledge distillation
Jeon, E. S., Choi, H., Shukla, A. & Turaga, P., Jan 21 2023, In: Neurocomputing. 518, p. 466-481 16 p.Research output: Contribution to journal › Article › peer-review
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The Surprising Effectiveness of Deep Orthogonal Procrustes Alignment in Unsupervised Domain Adaptation
Thopalli, K., Anirudh, R., Turaga, P. & Thiagarajan, J. J., 2023, In: IEEE Access. 11, p. 12858-12869 12 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study
Choi, H., Jeon, E. S., Shukla, A. & Turaga, P., 2023, Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023. Institute of Electrical and Electronics Engineers Inc., p. 2318-2327 10 p. (Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data
Jeon, E. S., Som, A., Shukla, A., Hasanaj, K., Buman, M. P. & Turaga, P., Jul 15 2022, In: IEEE Internet of Things Journal. 9, 14, p. 12848-12860 13 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations
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SenSIP Project Machine Learning Algorithms-Rev 4
Spanias, A., Turaga, P. & Tepedelenlioglu, C.
1/1/23 → 12/31/23
Project: Research project
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PIPP Phase I: Computational foundations for bio-social modeling of unseen pandemics
Pedrielli, G., Lim, E., Lant, T., Johnston, E., Dasarathy, G., Trieu, N., Rivera, D., Turaga, P., Li, W., Halden, R., Woodbury, N., Solis, P., Simeone, M., Berisha, V., Buman, M., Sankar, L. & Kelbauskas, L.
National Science Foundation (NSF)
9/15/22 → 2/29/24
Project: Research project
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MaCRoLearn: Manifold Controls for Robust Learning
Dasarathy, G., Turaga, P. & Berisha, V.
DOD: Defense Advanced Research Projects Agency (DARPA)
4/4/22 → 10/1/23
Project: Research project
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SCH: INT: Collaborative Research: Semi-Automated Rehabilitation in the Home
National Science Foundation (NSF)
1/19/22 → 7/31/24
Project: Research project
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SCH: Smart User-Effective Data-Enabled (SUEDE) Shoe for Ankle Injury Prevention
Lee, H., Turaga, P. & Buman, M.
HHS: National Institutes of Health (NIH)
9/22/21 → 7/31/25
Project: Research project
Prizes
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National Science Foundation CAREER award
Turaga, Pavan (Recipient), Jun 2015
Prize: Prize (including medals and awards)