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Eunsom Jeon
Eunsom Jeon
在 seoultech.ac.kr 的电子邮件经过验证
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Human detection based on the generation of a background image by using a far-infrared light camera
ES Jeon, JS Choi, JH Lee, KY Shin, YG Kim, TT Le, KR Park
Sensors 15 (3), 6763-6788, 2015
752015
Robust pedestrian detection by combining visible and thermal infrared cameras
JH Lee, JS Choi, ES Jeon, YG Kim, T Thanh Le, KY Shin, HC Lee, ...
Sensors 15 (5), 10580-10615, 2015
612015
Human detection based on the generation of a background image and fuzzy system by using a thermal camera
ES Jeon, JH Kim, HG Hong, G Batchuluun, KR Park
Sensors 16 (4), 453, 2016
302016
Role of data augmentation strategies in knowledge distillation for wearable sensor data
ES Jeon, A Som, A Shukla, K Hasanaj, MP Buman, P Turaga
IEEE internet of things journal 9 (14), 12848-12860, 2021
152021
Understanding the role of mixup in knowledge distillation: An empirical study
H Choi, ES Jeon, A Shukla, P Turaga
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2023
92023
Leveraging angular distributions for improved knowledge distillation
ES Jeon, H Choi, A Shukla, P Turaga
Neurocomputing 518, 466-481, 2023
72023
Topological knowledge distillation for wearable sensor data
ES Jeon, H Choi, A Shukla, Y Wang, MP Buman, P Turaga
2022 56th Asilomar Conference on Signals, Systems, and Computers, 837-842, 2022
52022
Topological persistence guided knowledge distillation for wearable sensor data
ES Jeon, H Choi, A Shukla, Y Wang, H Lee, MP Buman, P Turaga
Engineering Applications of Artificial Intelligence 130, 107719, 2024
32024
Constrained Adaptive Distillation Based on Topological Persistence for Wearable Sensor Data
ES Jeon, H Choi, A Shukla, Y Wang, MP Buman, P Turaga
IEEE Transactions on Instrumentation and Measurement, 2023
12023
Robust Time Series Recovery and Classification Using Test-Time Noise Simulator Networks
ES Jeon, S Lohit, R Anirudh, P Turaga
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
12023
Deep Geometric Moments Promote Shape Consistency in Text-to-3D Generation
U Nath, R Goel, ES Jeon, C Kim, K Min, Y Yang, Y Yang, P Turaga
arXiv preprint arXiv:2408.05938, 2024
2024
Leveraging Topological Guidance for Improved Knowledge Distillation
ES Jeon, R Khurana, A Pathak, P Turaga
arXiv preprint arXiv:2407.05316, 2024
2024
Uncertainty-Aware Topological Persistence Guided Knowledge Distillation on Wearable Sensor Data
ES Jeon, MP Buman, P Turaga
IEEE Internet of Things Journal, 2024
2024
Learning Decomposable and Debiased Representations via Attribute-Centric Information Bottlenecks
J Hong, ES Jeon, C Kim, KH Park, U Nath, Y Yang, P Turaga, TP Pavlic
arXiv preprint arXiv:2403.14140, 2024
2024
Knowledge Distillation with Geometric Approaches for Multimodal Data Analysis
ES Jeon
Arizona State University, 2023
2023
A Cognitive Framework for Learning Debiased and Interpretable Representations via Debiasing Global Workspace
J Hong, ES Jeon, C Kim, KH Park, U Nath, Y Yang, PK Turaga, TP Pavlic
UniReps: 2nd Edition of the Workshop on Unifying Representations in Neural …, 0
Debiasing Global Workspace: A Cognitive Neural Framework for Learning Debiased and Interpretable Representations
J Hong, ES Jeon, C Kim, KH Park, U Nath, Y Yang, PK Turaga, TP Pavlic
NeurIPS 2024 Workshop on Behavioral Machine Learning, 0
Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study (Supplementary Material)
H Choi, ES Jeon, A Shukla, P Turaga
Physics-based 3D Face Reconstruction
E Jeon, H Millman, M Kapron
CLASSIFICATION OF MOVING VEHICLES BASED ON CONVOLUTIONAL NEURAL NETWORK
H Park, ES Jeon, M Lim, D Lee, U Park, J Kim
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