Eun Som Jeon

29 papers A 2Misc 1Journal 23Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Topological feature guided knowledge distillation for improved wearable sensor data analysis.
Neurocomputing
Jun Soo Kim, Jae Chan Jeong, Matthew P. Buman, Pavan Turaga, Eun Som Jeon
2025 J jnl
DCR-KD: Dynamic Class Relation Knowledge Distillation for Semantic Segmentation With the Frontal-Viewing Camera of Limited Field of View in an Internet of Things Environment.
IEEE Internet Things J.
Seong In Jeong, Min Su Jeong, Eun Som Jeon, Kang Ryoung Park
2025 — conf
Debiasing Global Workspace: A Cognitive Neural Framework for Learning Debiased and Interpretable Representations.
UniReps
Jinyung Hong, Eun Som Jeon, Changhoon Kim, Keun Hee Park, Utkarsh Nath, Yezhou Yang, Pavan K. Turaga, Theodore P. Pavlic
2025 A conf
Deep Geometric Moments Promote Shape Consistency in Text-to-3D Generation.
WACV
Utkarsh Nath, Rajeev Goel, Eun Som Jeon, Changhoon Kim, Kyle Min, Yezhou Yang, Yingzhen Yang, Pavan K. Turaga
2025 J jnl
Ground Reaction Force Estimation via Time-Aware Knowledge Distillation.
IEEE Internet Things J.
Eun Som Jeon, Sinjini Mitra, Jisoo Lee, Omik M. Save, Ankita Shukla, Hyunglae Lee, Pavan K. Turaga
2025 J jnl
Ground Reaction Force Estimation via Time-aware Knowledge Distillation.
CoRR
Eun Som Jeon, Sinjini Mitra, Jisoo Lee, Omik M. Save, Ankita Shukla, Hyunglae Lee, Pavan K. Turaga
2025 J jnl
Intra-class Patch Swap for Self-Distillation.
CoRR
Hongjun Choi, Eun Som Jeon, Ankita Shukla, Pavan K. Turaga
2025 J jnl
Intra-class patch swap for self-distillation.
Neurocomputing
Hongjun Choi, Eun Som Jeon, Ankita Shukla, Pavan K. Turaga
2025 J jnl
Role of Mixup in Topological Persistence Based Knowledge Distillation for Wearable Sensor Data.
CoRR
Eun Som Jeon, Hongjun Choi, Matthew P. Buman, Pavan K. Turaga
2024 J jnl
Deep Geometric Moments Promote Shape Consistency in Text-to-3D Generation.
CoRR
Utkarsh Nath, Rajeev Goel, Eun Som Jeon, Changhoon Kim, Kyle Min, Yezhou Yang, Yingzhen Yang, Pavan K. Turaga
2024 J jnl
Learning Decomposable and Debiased Representations via Attribute-Centric Information Bottlenecks.
CoRR
Jinyung Hong, Eun Som Jeon, Changhoon Kim, Keun Hee Park, Utkarsh Nath, Yezhou Yang, Pavan K. Turaga, Theodore P. Pavlic
2024 — conf
Leveraging Topological Guidance for Improved Knowledge Distillation.
GRaM
Eun Som Jeon, Rahul Khurana, Aishani Pathak, Pavan Turaga
2024 J jnl
Leveraging Topological Guidance for Improved Knowledge Distillation.
CoRR
Eun Som Jeon, Rahul Khurana, Aishani Pathak, Pavan K. Turaga
2024 J jnl
Robustness of topological persistence in knowledge distillation for wearable sensor data.
EPJ Data Sci.
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Matthew P. Buman, Hyunglae Lee, Pavan K. Turaga
2024 J jnl
Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data.
CoRR
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Hyunglae Lee, Matthew P. Buman, Pavan K. Turaga
2024 J jnl
Topological persistence guided knowledge distillation for wearable sensor data.
Eng. Appl. Artif. Intell.
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Hyunglae Lee, Matthew P. Buman, Pavan K. Turaga
2024 J jnl
Uncertainty-Aware Topological Persistence Guided Knowledge Distillation on Wearable Sensor Data.
IEEE Internet Things J.
Eun Som Jeon, Matthew P. Buman, Pavan K. Turaga
2023 J jnl
Constrained Adaptive Distillation Based on Topological Persistence for Wearable Sensor Data.
IEEE Trans. Instrum. Meas.
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Matthew P. Buman, Pavan K. Turaga
2023 J jnl
Leveraging Angular Distributions for Improved Knowledge Distillation.
CoRR
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Pavan K. Turaga
2023 J jnl
Leveraging angular distributions for improved knowledge distillation.
Neurocomputing
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Pavan K. Turaga
2023 Misc conf
Robust Time Series Recovery and Classification Using Test-Time Noise Simulator Networks.
ICASSP
Eun Som Jeon, Suhas Lohit, Rushil Anirudh, Pavan K. Turaga
2023 A conf
Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study.
WACV
Hongjun Choi, Eun Som Jeon, Ankita Shukla, Pavan K. Turaga
2022 J jnl
Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data.
CoRR
Eun Som Jeon, Anirudh Som, Ankita Shukla, Kristina Hasanaj, Matthew P. Buman, Pavan K. Turaga
2022 J jnl
Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data.
IEEE Internet Things J.
Eun Som Jeon, Anirudh Som, Ankita Shukla, Kristina Hasanaj, Matthew P. Buman, Pavan K. Turaga
2022 — conf
Topological Knowledge Distillation for Wearable Sensor Data.
IEEECONF
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Matthew P. Buman, Pavan K. Turaga
2022 J jnl
Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study.
CoRR
Hongjun Choi, Eun Som Jeon, Ankita Shukla, Pavan K. Turaga
2016 J jnl
Human Detection Based on the Generation of a Background Image and Fuzzy System by Using a Thermal Camera.
Sensors
Eun Som Jeon, Jong Hyun Kim, Hyung Gil Hong, Ganbayar Batchuluun, Kang Ryoung Park
2015 J jnl
Human Detection Based on the Generation of a Background Image by Using a Far-Infrared Light Camera.
Sensors
Eun Som Jeon, Jong-Suk Choi, Ji Hoon Lee, Kwang Yong Shin, Yeong Gon Kim, Toan Thanh Le, Kang Ryoung Park
2015 J jnl
Robust Pedestrian Detection by Combining Visible and Thermal Infrared Cameras.
Sensors
Ji Hoon Lee, Jong-Suk Choi, Eun Som Jeon, Yeong Gon Kim, Toan Thanh Le, Kwang Yong Shin, Hyeon Chang Lee, Kang Ryoung Park