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IEEE Internet of Things Journal
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May 1, 2025
Uncertainty-aware Topological Persistence Guided Knowledge Distillation on Wearable Sensor Data
Eun Som Jeon, Matthew P Buman, Pavan Turaga
Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing. ICASSP (Conference)
|
August 16, 2023
ROBUST TIME SERIES RECOVERY AND CLASSIFICATION USING TEST-TIME NOISE SIMULATOR NETWORKS
Eun Som Jeon, Suhas Lohit, Rushil Anirudh, et al.
IEEE Sensors Journal
|
October 6, 2025
Role of Mixup in Topological Persistence Based Knowledge Distillation for Wearable Sensor Data
Eun Som Jeon, Hongjun Choi, Matthew P Buman, et al.
Sensors (Basel, Switzerland)
|
October 29, 2025
Image Representation-Driven Knowledge Distillation for Improved Time-Series Interpretation on Wearable Sensor Data
Jae Chan Jeong, Matthew P Buman, Pavan Turaga, et al.
IEEE Transactions on Neural Networks and Learning Systems
|
December 12, 2025
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, et al.
Measurement : Journal of the International Measurement Confederation
|
June 5, 2026
Selective Correlation Based Knowledge Distillation for Ground Reaction Force Estimation
Eun Som Jeon, Jisoo Lee, Huisu Lim, et al.
Conference Record. Asilomar Conference on Signals, Systems & Computers
|
August 16, 2023
Topological Knowledge Distillation for Wearable Sensor Data
Eun Som Jeon, Hongjun Choi, Ankita Shukla, et al.
Sensors (Basel, Switzerland)
|
April 5, 2016
Human Detection Based on the Generation of a Background Image and Fuzzy System by Using a Thermal Camera
Eun Som Jeon, Jong Hyun Kim, Hyung Gil Hong, et al.
IEEE Transactions on Instrumentation and Measurement
|
May 31, 2024
Constrained Adaptive Distillation Based on Topological Persistence for Wearable Sensor Data
Eun Som Jeon, Hongjun Choi, Ankita Shukla, et al.
IEEE Internet of Things Journal
|
July 11, 2022
Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data
Eun Som Jeon, Anirudh Som, Ankita Shukla, et al.
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Search research articles
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Showing results (1-10 of 14) with videos related to
Sort By:
Page
of 2
IEEE Internet of Things Journal
|
May 1, 2025
Uncertainty-aware Topological Persistence Guided Knowledge Distillation on Wearable Sensor Data
Eun Som Jeon, Matthew P Buman, Pavan Turaga
Proceedings of the ... IEEE International Conference on Acoustics, Speech, and Signal Processing. ICASSP (Conference)
|
August 16, 2023
ROBUST TIME SERIES RECOVERY AND CLASSIFICATION USING TEST-TIME NOISE SIMULATOR NETWORKS
Eun Som Jeon, Suhas Lohit, Rushil Anirudh, et al.
IEEE Sensors Journal
|
October 6, 2025
Role of Mixup in Topological Persistence Based Knowledge Distillation for Wearable Sensor Data
Eun Som Jeon, Hongjun Choi, Matthew P Buman, et al.
Sensors (Basel, Switzerland)
|
October 29, 2025
Image Representation-Driven Knowledge Distillation for Improved Time-Series Interpretation on Wearable Sensor Data
Jae Chan Jeong, Matthew P Buman, Pavan Turaga, et al.
IEEE Transactions on Neural Networks and Learning Systems
|
December 12, 2025
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, et al.
Measurement : Journal of the International Measurement Confederation
|
June 5, 2026
Selective Correlation Based Knowledge Distillation for Ground Reaction Force Estimation
Eun Som Jeon, Jisoo Lee, Huisu Lim, et al.
Conference Record. Asilomar Conference on Signals, Systems & Computers
|
August 16, 2023
Topological Knowledge Distillation for Wearable Sensor Data
Eun Som Jeon, Hongjun Choi, Ankita Shukla, et al.
Sensors (Basel, Switzerland)
|
April 5, 2016
Human Detection Based on the Generation of a Background Image and Fuzzy System by Using a Thermal Camera
Eun Som Jeon, Jong Hyun Kim, Hyung Gil Hong, et al.
IEEE Transactions on Instrumentation and Measurement
|
May 31, 2024
Constrained Adaptive Distillation Based on Topological Persistence for Wearable Sensor Data
Eun Som Jeon, Hongjun Choi, Ankita Shukla, et al.
IEEE Internet of Things Journal
|
July 11, 2022
Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data
Eun Som Jeon, Anirudh Som, Ankita Shukla, et al.
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of 2