Seong Tae Kim

Kyung Hee University - Department of Computer Science and Engineering

SCHOLARLY PAPERS

3

DOWNLOADS

248

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Pceve: Part Contribution Evaluation Based Model Explanation for Human Figure Drawing Assessment and Beyond

Downloads 111 (537,813)

Pceve: Part Contribution Evaluation Based Model Explanation for Human Figure Drawing Assessment and Beyond

Number of pages: 15 Posted: 12 Apr 2024
Jongseo Lee, Geo Ahn, Seong Tae Kim and Jinwoo Choi
affiliation not provided to SSRN, affiliation not provided to SSRN, Kyung Hee University - Department of Computer Science and Engineering and Kyung Hee University
Downloads 53 (847,287)

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HumanFigureDrawing(HFD), AutismSpectrumDisorder(ASD), eXplainableAI(XAI), ShapleyValue, Part Contribution

Pceve: Part Contribution Evaluation Based Model Explanation for Human Figure Drawing Assessment and Beyond

Number of pages: 33 Posted: 08 Aug 2024
Jongseo Lee, Geo Ahn, Seong Tae Kim and Jinwoo Choi
affiliation not provided to SSRN, affiliation not provided to SSRN, Kyung Hee University - Department of Computer Science and Engineering and Kyung Hee University
Downloads 29 (1,086,096)

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Human Figure Drawing (HFD), Autism Spectrum Disorder (ASD), eXplainable AI (XAI), Shapley Value, Part Contribution

Pceve: Part Contribution Evaluation Based Model Explanation for Human Figure Drawing Assessment and Beyond

Number of pages: 14 Posted: 13 Mar 2025
Jongseo Lee, Geo Ahn, Jang-Hee Yoo, Seong Tae Kim and Jinwoo Choi
affiliation not provided to SSRN, affiliation not provided to SSRN, Electronics and Telecommunications Research Institute, Kyung Hee University - Department of Computer Science and Engineering and Kyung Hee University
Downloads 29 (1,086,096)

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Human Figure Drawing (HFD), Autism Spectrum Disorder (ASD), eXplainable AI (XAI), Shapley Value, Part Contribution

2.

OnDev-LCT: On-Device Lightweight Convolutional Transformers Towards Federated Learning

Number of pages: 14 Posted: 04 May 2023
Chu Myaet Thwal, Minh N. H. Nguyen, Ye Lin Tun, Seong Tae Kim, My T. Thai and Choong Seon Hong
Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, Kyung Hee University - Department of Computer Science and Engineering, University of Florida and Kyung Hee University - Department of Computer Science and Engineering
Downloads 107 (552,802)

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convolutional transformer, lightweight, computer vision, federated learning, Data Heterogeneity

3.

Dynamic Ensemble Strategy for Multi-Exit Neural Network: Enhancing Model Performance Through Entropy-Based Exit Selection

Number of pages: 9 Posted: 04 Feb 2025
DongWoo Goo and Seong Tae Kim
affiliation not provided to SSRN and Kyung Hee University - Department of Computer Science and Engineering
Downloads 30 (1,045,376)

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Multi-exit Neural Networks, Vision Transformer, Ensemble, Entropy, Dynamic Ensemble