Publications

International Journal Papers

J.-W. Lee, J.-H. Won, S. Jeon, Y. Choo, Y. Yeon, J.-S. Oh, M. Kim, S.-H. Kim, I.-S. Joung, C. Jang, S.-J. Lee, T.-H. Kim, K.-H. Jin, G. Song, E.-S. Kim, J. Yoo, E. Paek, Y.-K. Noh, K. Joo, DeepFold: enhancing protein structure prediction through optimized loss functions, improved template features, and re-optimized energy function, Bioinformatics, Nov, 2023

H. Kim, M. Kim, A. Lee, H.-L. Park, J.-H. Bae, I.M. Kang, E.-S. Kim, S.-H. Lee, Organic Memristor-Based Flexible Neural Networks with Bio-Realistic Synaptic Plasticity for Complex Combinatorial Optimization, Advanced Science, 2023, 10, 2300659

E.-S. Ko, R. Abu-Zhaya, E.-S. Kim, T. Kim, K.-W. On, H. Kim, B.-T. Zhang, A. Seidl, Mothers’ use of touch across infants' development and its implications for word learning, Infancy, Feb, 2023

International Conference Paper

H.-Y. Yun, J.-W. Ahn, M. Kim, E.-S. Kim, Compositional Video Understanding with Spatiotemporal Structured-based Transformers, Computer Vision and Pattern Recognition Conference (CVPR, 2024), June, 2024

Y.-J. Kim, M.-J. Kim, K.-H. An, J.-W. Ahn, J.-S. Kim, Y.-J. Heo, D.-S. Chang, E.-S. Kim, Structure-aware Multimodal Sequential Learning for Visual Dialog, Association for the Advancement of Artificial Intelligence (AAAI, 2024), February, 2024

Lee, J., Kang, W., & Kim, E. S. Dense but Efficient VideoQA for Intricate Compositional Reasoning. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, January, 2023

Mun, J., Shin, M., Han, G., Lee, S., Ha, S., Lee, J., & Kim, E. S. BaSSL: Boundary-aware Self-Supervised Learning for Video Scene Segmentation. In Proceedings of the Asian Conference on Computer Vision, December, 2022

D. Jo, T. Kwon, E.-S. Kim, S. Kim, Selective Token Generation for Few-shot Natural Language Generation. In Proceedings of the 29th International Conference on Computational Linguistics, October, 2022

B. Kim, J. Mun, K-W. On, M. Shin, J. Lee, and E.-S. Kim, MSTR: Multi-Scale Transformer for End-to-End Human-Object Interaction Detection, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR, 2022), June 2022

D. Ko, J. Choi, J. Ko, S. Noh, K.-W. On, E.-S. Kim and H. J. Kim, Video-Text Representation Learning via Differentiable Weak Temporal Alignment, The IEEE Conference on Computer Vision and Pattern Recognition (CVPR, 2022), June 2022

Y.-J. Heo, E.-S. Kim, W. Chơi and B.-T. Zhang, Hypergraph Transformer: Weakly- supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering, In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics 2022

J. Ham, E.-S. Kim, Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding, Findings of the Association for Computational Linguistics: EMNLP 2021, November, 2021.