Publications

SCI(E) Journal

• Intra-class Patch Swap for Self-Distillation (in submission)
  Hongjun Choi¹, Eun Som Jeon¹, Ankita Shukla, Pavan Turaga
• Robustness of Topological Persistence in Knowledge Distillation for Wearable Sensor Data (in submission)
  Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Matthew P. Buman, Hyunglae Lee, Pavan Turaga
• Uncertainty-aware Topological Persistence Guided Knowledge Distillation on Wearable Sensor Data, IEEE Internet of Things Journal, 2024 [pdf]
  Eun Som Jeon, Matthew P. Buman, Pavan Turaga
• Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data, Engineering Applications of Artificial Intelligence, 2024 [pdf]
  Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Hyunglae Lee, Matthew P. Buman, Pavan Turaga
• Constrained Adaptive Distillation Based on Topological Persistence for Wearable Sensor Data, IEEE Transactions on Instrumentation and Measurement, 2023 [pdf]
  Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Matthew P. Buman, Pavan Turaga
• Leveraging Angular Distributions for Improved Knowledge Distillation, Neurocomputing, 2023 [code] [pdf]
  Eun Som Jeon, Hongjun Choi, Ankita Shukla, Pavan Turaga
• Role of data augmentation strategies in knowledge distillation for wearable sensor data, IEEE Internet of Things Journal, 2021 [pdf]
  Eun Som Jeon, Anirudh Som, Ankita Shukla, Kristina Hasanaj, Matthew P. Buman, Pavan Turaga
• Human Detection Based on the Generation of a Background Image and Fuzzy System by Using a Thermal Camera, Sensors, 2016 [pdf]
  Eun Som Jeon, Jong Hyun Kim, Hyung Gil Hong, Ganbayar Batchuluun, Kang Ryoung Park
• Robust Pedestrian Detection by Combining Visible and Thermal Infrared Cameras, Sensors, 2015 [pdf]
  Ji Hoon Lee, Jong-Suk Choi, Eun Som Jeon, Yeong Gon Kim, Toan Thanh Le, Kwang Yong Shin, Hyeon Chang Lee, Kang Ryoung Park
• Human Detection Based on the Generation of a Background Image by Using a Far-Infrared Light Camera, Sensors, 2015 [pdf]
  Eun Som Jeon, Jong-Suk Choi, Ji Hoon Lee, Kwang Yong Shin, Yeong Gon Kim, Toan Thanh Le, Kang Ryoung Park

Conference

• Deep Geometric Moments Promote Shape Consistency in Text-to-3D Generation, WACV, 2025, Feb (Tucson, AZ, USA) (Accepted)
  Utkarsh Nath, Rajeev Goel, Eun Som Jeon, Changhoon Kim, Kyle Min, Yezhou Yang, Yingzhen Yang, Pavan Turaga
• Debiasing Global Workspace: A Cognitive Neural Framework for Learning Debiased and Interpretable Representations, NeurIPS 2024 Workshop on Behavioral ML, 2024, December (Vancouver, Canada) [pdf]
  Jinyung Hong, Eun Som Jeon, Changhoon Kim, Keun Hee Park, Utkarsh Nath, Yezhou Yang, Pavan Turaga, Theodore P. Pavlic
• A Cognitive Framework for Learning Debiased and Interpretable Representations via Debiasing Global Workspace, NeurIPS 2024 Workshop on UniReps, 2024, December (Vancouver, Canada) [pdf]
  Jinyung Hong, Eun Som Jeon, Changhoon Kim, Keun Hee Park, Utkarsh Nath, Yezhou Yang, Pavan Turaga, Theodore P. Pavlic
• Leveraging Topological Guidance for Improved Knowledge Distillation, ICML 2024 Workshop on GRaM, 2024 July (Vienna, Austria) [code] [pdf]
  Eun Som Jeon, Rahul Khurana, Aishani Pathak, Pavan Turaga
• Robust Time Series Recovery and Classification Using Test-Time Noise Simulator Networks, ICASSP, 2023 June (Rhodes, Greece) [code] [pdf]
  Eun Som Jeon, Suhas Lohit, Rushil Anirudh, Pavan Turaga
• Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study, WACV, 2023 Jan (Hwaii, USA) [code] [pdf]
  Hongjun Choi, Eun Som Jeon, Ankita Shukla, Pavan Turaga
• Topological Knowledge Distillation for Wearable Sensor Data, Asilomar Conference, 2022 Oct [code] [pdf]
  Eun Som Jeon, Hongjun Choi, Ankita Shukla, Yuan Wang, Matthew P. Buman, and Pavan Turaga
  Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA
• Abnormal Event Detection for Intelligent CCTV Services, 2018
  Kwang Jung Kim, Jin Wook Park, Eun Som Jeon, Jae Chul Kwon
  Korea Institute of Information and Telecommunication Facilities Engineering, Gangwondo, Korea, August 30-September 1, 2018
• Classification of Moving Vehicles based on Convolutional Neural Network, EEECS, 2017 Jan
  Hosung Park, Eun Som Jeon, Minkyu Lim, Donghyun Lee, Unsang Park, Ji-hwan Kim
  International Conference on Electronics, Electrical Engineering, Computer Science (EEECS), Okinawa, Japan, January 9-11, 2017
• A Survey on Human Detection Using Thermal Camera, 2015
  Eun Som Jeon, Jong-Suk Choi, Ji Hoon Lee, Yeong Gon Kim, Toan Thanh Le, Kwang Yong Shin, Kang Ryoung Park
  Symposium of the Korean Institute of Communications and Information Sciences, Gangwondo, Korea, January 21-23, 2015.
• A Survey on Object Detection Based on the Combination of Thermal and Visible Light Cameras, 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
  Symposium of the Korean Institute of Communications and Information Sciences, Gangwondo, Korea, January 21-23, 2015.

You can also find my articles on google scholar