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Eun-Sol Kim
Eun-Sol Kim
Assistant Professor of CS, Hanyang University
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Hotr: End-to-end human-object interaction detection with transformers
B Kim, J Lee, J Kang, ES Kim, HJ Kim
Proceedings of the IEEE/CVF conference on computer vision and pattern ¡¦, 2021
2262021
Hypergraph attention networks for multimodal learning
ES Kim, WY Kang, KW On, YJ Heo, BT Zhang
Proceedings of the IEEE/CVF conference on computer vision and pattern ¡¦, 2020
712020
Unified deep learning model for El Niño/Southern Oscillation forecasts by incorporating seasonality in climate data
YG Ham, JH Kim, ES Kim, KW On
Science Bulletin 66 (13), 1358-1366, 2021
412021
Mstr: Multi-scale transformer for end-to-end human-object interaction detection
B Kim, J Mun, KW On, M Shin, J Lee, ES Kim
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern ¡¦, 2022
402022
Enhancing human action recognition through spatio-temporal feature learning and semantic rules
K Ramirez-Amaro, ES Kim, J Kim, BT Zhang, M Beetz, G Cheng
2013 13th IEEE-RAS International Conference on Humanoid Robots (Humanoids ¡¦, 2013
352013
Image-to-image retrieval by learning similarity between scene graphs
S Yoon, WY Kang, S Jeon, SE Lee, C Han, J Park, ES Kim
Proceedings of the AAAI Conference on Artificial Intelligence 35 (12), 10718 ¡¦, 2021
342021
Hypergraph transformer: Weakly-supervised multi-hop reasoning for knowledge-based visual question answering
YJ Heo, ES Kim, WS Choi, BT Zhang
arXiv preprint arXiv:2204.10448, 2022
282022
Temporal attention mechanism with conditional inference for large-scale multi-label video classification
ES Kim, KW On, J Kim, YJ Heo, SH Choi, HD Lee, BT Zhang
Proceedings of the European Conference on Computer Vision (ECCV) Workshops, 0-0, 2018
212018
Operation method for activation of home robot device and home robot device supporting the same
SH Lee, DH Kwak, ES Kim, JS Kim, KW On, BT Zhang, KS Roh, SJ Yoon
US Patent 10,786,895, 2020
172020
Video-text representation learning via differentiable weak temporal alignment
D Ko, J Choi, J Ko, S Noh, KW On, ES Kim, HJ Kim
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern ¡¦, 2022
152022
Boundary-aware self-supervised learning for video scene segmentation
J Mun, M Shin, G Han, S Lee, S Ha, J Lee, ES Kim
arXiv preprint arXiv:2201.05277, 2022
102022
Organic memristor‐based flexible neural networks with bio‐realistic synaptic plasticity for complex combinatorial optimization
H Kim, M Kim, A Lee, HL Park, J Jang, JH Bae, IM Kang, ES Kim, SH Lee
Advanced Science 10 (19), 2300659, 2023
92023
DeepSchema: Automatic Schema Acquisition from Wearable Sensor Data in Restaurant Situations.
ES Kim, KW On, BT Zhang, CRAI Center
IJCAI, 834-840, 2016
92016
Mutual information-based evolution of hypernetworks for brain data analysis
ES Kim, JW Ha, WH Jung, JH Jang, JS Kwon, BT Zhang
2011 IEEE Congress of Evolutionary Computation (CEC), 2611-2617, 2011
92011
Bassl: Boundary-aware self-supervised learning for video scene segmentation
J Mun, M Shin, G Han, S Lee, S Ha, J Lee, ES Kim
Proceedings of the Asian Conference on Computer Vision, 4027-4043, 2022
82022
Hypergraph attention networks for multimodal learning. In 2020 IEEE
ES Kim, WY Kang, KW On, YJ Heo, BT Zhang
CVF Conference on Computer Vision and Pattern Recognition, CVPR, 13-19, 2020
72020
Semantic alignment with calibrated similarity for multilingual sentence embedding
J Ham, ES Kim
Findings of the Association for Computational Linguistics: EMNLP 2021, 1781-1791, 2021
52021
Winning the ICCV'2021 VALUE Challenge: Task-aware Ensemble and Transfer Learning with Visual Concepts
M Shin, J Mun, KW On, WY Kang, G Han, ES Kim
arXiv preprint arXiv:2110.06476, 2021
52021
Cut-based graph learning networks to discover compositional structure of sequential video data
KW On, ES Kim, YJ Heo, BT Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5315-5322, 2020
42020
Behavioral pattern modeling of human-human interaction for teaching restaurant service robots
ES Kim, O Kyoung-Woon, Z Byoung-Tak
AAAI 2015 Fall Symposium on AI for Human-Robot Interaction, 45-89, 2015
32015
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