Publications by authors named "Pavan Turaga"

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Improved Knowledge Distillation Based on Global Latent Workspace With Multimodal Knowledge Fusion for Understanding Topological Guidance on Wearable Sensor Data.
Jinyung Hong, Eun Som Jeon, Matthew P Buman, Pavan Turaga, Theodore P Pavlic

IEEE Trans Neural Netw Learn Syst· December 2025

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Image Representation-Driven Knowledge Distillation for Improved Time-Series Interpretation on Wearable Sensor Data.
Jae Chan Jeong, Matthew P Buman, Pavan Turaga, Eun Som Jeon

Sensors (Basel)· October 2025

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Ground Reaction Force Estimation via Time-aware Knowledge Distillation.
Eun Som Jeon, Sinjini Mitra, Jisoo Lee, Omik M Save, Ankita Shukla, Pavan Turaga

IEEE Internet Things J· August 2025

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AttenGluco: Multimodal Transformer-Based Blood Glucose Forecasting on AI-READI Dataset.
Ebrahim Farahmand, Reza Rahimi Azghan, Nooshin Taheri Chatrudi, Eric Kim, Gautham Krishna Gudur, Pavan Turaga

Annu Int Conf IEEE Eng Med Biol Soc· July 2025

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Role of Mixup in Topological Persistence Based Knowledge Distillation for Wearable Sensor Data.
Eun Som Jeon, Hongjun Choi, Matthew P Buman, Pavan Turaga

IEEE Sens J· February 2025

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Uncertainty-aware Topological Persistence Guided Knowledge Distillation on Wearable Sensor Data.
Eun Som Jeon, Matthew P Buman, Pavan Turaga

IEEE Internet Things J· September 2024

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RNAS-CL: Robust Neural Architecture Search by Cross-Layer Knowledge Distillation.
Utkarsh Nath, Yancheng Wang, Pavan Turaga, Yingzhen Yang

Int J Comput Vis· June 2024

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Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data.
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Hyunglae Lee, Pavan Turaga

Eng Appl Artif Intell· April 2024

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Constrained Adaptive Distillation Based on Topological Persistence for Wearable Sensor Data.
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Matthew P Buman, Pavan Turaga

IEEE Trans Instrum Meas· November 2023

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ROBUST TIME SERIES RECOVERY AND CLASSIFICATION USING TEST-TIME NOISE SIMULATOR NETWORKS.
Eun Som Jeon, Suhas Lohit, Rushil Anirudh, Pavan Turaga

Proc IEEE Int Conf Acoust Speech Signal Process· June 2023

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Topological Knowledge Distillation for Wearable Sensor Data.
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Matthew P Buman, Pavan Turaga

Conf Rec Asilomar Conf Signals Syst Comput· March 2023

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Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data.
Eun Som Jeon, Anirudh Som, Ankita Shukla, Kristina Hasanaj, Matthew P Buman, Pavan Turaga

IEEE Internet Things J· July 2022

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Training calibration-based counterfactual explainers for deep learning models in medical image analysis.
Jayaraman J Thiagarajan, Kowshik Thopalli, Deepta Rajan, Pavan Turaga

Sci Rep· January 2022

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Digital medicine and the curse of dimensionality.
Visar Berisha, Chelsea Krantsevich, P Richard Hahn, Shira Hahn, Gautam Dasarathy, Pavan Turaga

NPJ Digit Med· October 2021

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Automated Movement Assessment in Stroke Rehabilitation.
Tamim Ahmed, Kowshik Thopalli, Thanassis Rikakis, Pavan Turaga, Aisling Kelliher

Front Neurol· August 2021

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Unsupervised Pre-trained Models from Healthy ADLs Improve Parkinson's Disease Classification of Gait Patterns.
Anirudh Som, Narayanan Krishnamurthi, Matthew Buman, Pavan Turaga

Annu Int Conf IEEE Eng Med Biol Soc· July 2020

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Topological Descriptors for Parkinson's Disease Classification and Regression Analysis.
Afra Nawar, Farhan Rahman, Narayanan Krishnamurthi, Anirudh Som, Pavan Turaga

Annu Int Conf IEEE Eng Med Biol Soc· July 2020

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A Framework for Interpretable Full-Body Kinematic Description Using Geometric and Functional Analysis.
Boulbaba Ben Amor, Anuj Srivastava, Pavan Turaga, Grisha Coleman

IEEE Trans Biomed Eng· June 2020

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PI-Net: A Deep Learning Approach to Extract Topological Persistence Images.
Anirudh Som, Hongjun Choi, Karthikeyan Natesan Ramamurthy, Matthew P Buman, Pavan Turaga

Conf Comput Vis Pattern Recognit Workshops· June 2020

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An Optical Flow-Based Approach for Minimally Divergent Velocimetry Data Interpolation.
Berkay Kanberoglu, Dhritiman Das, Priya Nair, Pavan Turaga, David Frakes

Int J Biomed Imaging· February 2019

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Elastic Functional Coding of Riemannian Trajectories.
Rushil Anirudh, Pavan Turaga, Jingyong Su, Anuj Srivastava

IEEE Trans Pattern Anal Mach Intell· May 2017

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Shape Distributions of Nonlinear Dynamical Systems for Video-Based Inference.
Vinay Venkataraman, Pavan Turaga

IEEE Trans Pattern Anal Mach Intell· December 2016

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A statistical estimation framework for energy expenditure of physical activities from a wrist-worn accelerometer.
Qiao Wang, Suhas Lohit, Meynard John Toledo, Matthew P Buman, Pavan Turaga

Annu Int Conf IEEE Eng Med Biol Soc· August 2016

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Attractor-shape descriptors for balance impairment assessment in Parkinson's disease.
Anirudh Som, Narayanan Krishnamurthi, Vinay Venkataraman, Pavan Turaga

Annu Int Conf IEEE Eng Med Biol Soc· August 2016

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Reconstruction-Free Action Inference from Compressive Imagers.
Kuldeep Kulkarni, Pavan Turaga

IEEE Trans Pattern Anal Mach Intell· April 2016

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