Eun Som Jeon

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 16

Top Topics

Background Image

Acquire Knowledge

Human Detection

Top Venues

IEEE Internet Things J.

Publications

Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Hyunglae Lee, Matthew P. Buman, Pavan K. Turaga
Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data. CoRR (2024)
Jinyung Hong, Eun Som Jeon, Changhoon Kim, Keun Hee Park, Utkarsh Nath, Yezhou Yang, Pavan K. Turaga, Theodore P. Pavlic
Learning Decomposable and Debiased Representations via Attribute-Centric Information Bottlenecks. CoRR (2024)
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Hyunglae Lee, Matthew P. Buman, Pavan K. Turaga
Topological persistence guided knowledge distillation for wearable sensor data. Eng. Appl. Artif. Intell. 130 (2024)
Eun Som Jeon, Rahul Khurana, Aishani Pathak, Pavan K. Turaga
Leveraging Topological Guidance for Improved Knowledge Distillation. CoRR (2024)
Hongjun Choi, Eun Som Jeon, Ankita Shukla, Pavan Turaga
Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study. WACV (2023)
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Pavan Turaga
Leveraging Angular Distributions for Improved Knowledge Distillation. CoRR (2023)
Eun Som Jeon, Suhas Lohit, Rushil Anirudh, Pavan K. Turaga
Robust Time Series Recovery and Classification Using Test-Time Noise Simulator Networks. ICASSP (2023)
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Matthew P. Buman, Pavan K. Turaga
Constrained Adaptive Distillation Based on Topological Persistence for Wearable Sensor Data. IEEE Trans. Instrum. Meas. 72 (2023)
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Pavan Turaga
Leveraging angular distributions for improved knowledge distillation. Neurocomputing 518 (2023)
Eun Som Jeon, Anirudh Som, Ankita Shukla, Kristina Hasanaj, Matthew P. Buman, Pavan Turaga
Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data. IEEE Internet Things J. 9 (14) (2022)
Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Matthew P. Buman, Pavan K. Turaga
Topological Knowledge Distillation for Wearable Sensor Data. IEEECONF (2022)
Hongjun Choi, Eun Som Jeon, Ankita Shukla, Pavan Turaga
Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study. CoRR (2022)
Eun Som Jeon, Anirudh Som, Ankita Shukla, Kristina Hasanaj, Matthew P. Buman, Pavan Turaga
Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data. CoRR (2022)
Eun Som Jeon, Jong Hyun Kim, Hyung Gil Hong, Ganbayar Batchuluun, Kang Ryoung Park
Human Detection Based on the Generation of a Background Image and Fuzzy System by Using a Thermal Camera. Sensors 16 (4) (2016)
Eun Som Jeon, Jong-Suk Choi, Ji Hoon Lee, Kwang Yong Shin, Yeong Gon Kim, Toan Thanh Le, Kang Ryoung Park
Human Detection Based on the Generation of a Background Image by Using a Far-Infrared Light Camera. Sensors 15 (3) (2015)
Ji Hoon Lee, Jong-Suk Choi, Eun Som Jeon, Yeong Gon Kim, Toan Thanh Le, Kwang Yong Shin, Hyeon Chang Lee, Kang Ryoung Park
Robust Pedestrian Detection by Combining Visible and Thermal Infrared Cameras. Sensors 15 (5) (2015)