Eun-Sol Kim (김은솔)

I am an Assistant Professor at the Department of Computer Science, Hanyang University. Before joining Hanyang University, I was a Research Scientist at Kakao Brain. I received my Ph.D. degree at Seoul National University under the supervision of Professor Byoung-Tak Zhang.

My research interests include:

  • Machine Learning
  • Computer Vision
  • Large-scale Representation Learning
  • Video Understanding
  • Human-like Reasoning

News

Mar 3, 2022 Two papers are accepted at CVPR 2022.
Feb 26, 2022 One paper is accepted at ACL 2022.
Sep 1, 2021 I joined as an Assistant Professor at the Department of Computer Science, Hanyang University in the fall of 2021.

Selected Publications

  1. CVPR
    MSTR: Mutli-Scale Transformer for End-to-End Human-Object Interaction Detection
    Kim, Bumsoo, Mun, Jonghwan, On, Kyoung-Woon, Shin, Minchul, Lee, Junhyun, and Kim, Eun-Sol
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022
  2. CVPR
    Video-Text Representation Learning via Differentiable Weak Temporal Alignment
    Ko, Dohwan, Choi, Joonmyung, Ko, Juyeon, Noh, Shinyeong, On, Kyoung-Woon, Kim, Eun-Sol, and Kim, Hyunwoo J
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2022
  3. ACL
    Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering
    Heo, Yu-Jung, Kim, Eun-Sol, Choi, Woosuk, and Zhang, Byoung-Tak
    In In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics 2022
  4. EMNLP
    Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding
    Han, Jiyeon, and Kim, Eun-Sol
    In Findings of the Association for Computational Linguistics: EMNLP 2021 2021
  5. CVPR
    HOTR: End-to-End Human-Object Interaction Detection with Transformers
    Kim, Bumsoo, Lee, Junhyun, Kang, Jaewoo, Kim, Eun-Sol, and Kim, Hyunwoo J
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2021
  6. SciBulletin
    Unified deep learning model for El Niño/Southern Oscillation forecasts by incorporating seasonality in climate data
    Ham, Yoo-Geun, Kim, Jeong-Hwan, Kim, Eun-Sol, and On, Kyoung-Woon
    Science Bulletin 2021
  7. AAAI
    Image-to-Image Retrieval by Learning Similarity between Scene Graphs
    Yoon, Sangwoong, Kang, Woo Young, Jeon, Sungwook, Lee, SeongEun, Han, Changjin, Park, Jonghun, and Kim, Eun-Sol
    In Proceedings of the AAAI Conference on Artificial Intelligence 2021
  8. CVPR
    Hypergraph attention networks for multimodal learning
    Kim, Eun-Sol, Kang, Woo Young, On, Kyoung-Woon, Heo, Yu-Jung, and Zhang, Byoung-Tak
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition 2020
  9. AAAI
    Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data
    On, Kyoung-Woon, Kim, Eun-Sol, Heo, Yu-Jung, and Zhang, Byoung-Tak
    In Proceedings of the AAAI Conference on Artificial Intelligence 2020