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Recent Publications
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
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
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
Semantic Alignment with Calibrated Similarity for Multilingual Sentence Embedding
Ham, Jiyeon, and Kim, Eun-Sol
In Findings of the Association for Computational Linguistics: EMNLP 2021 2021
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 (Oral Presesentation)
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
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
Winning the ICCV'2021 VALUE Challenge: Task-aware Ensemble and Transfer Learning with Visual Concepts
Minchul Shin, Jonghwan Mun, Kyoung-Woon On, Woo-Young Kang, Gunsoo Han, Eun-Sol Kim
CLVL workshop at ICCV 2021
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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
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 (Oral Presesentation)
Temporal Attention Mechanism with Conditional Inference for Large-Scale Multi-Label Video Classification
Eun-Sol Kim, Kyoung-Woon On, Jongseok Kim, Yu-Jung Heo, Seong-Ho Choi, Hyun-Dong Lee, Byoung-Tak Zhang
The 2nd Workshop on YouTube-8M Large-Scale Video Understanding (Challenge, Workshop)
DeepSchema: Automatic Schema Acquisition from Wearable Sensor Data in Restaurant Situations.
Kim, Eun-Sol, On, Kyoung-Woon, and Zhang, Byoung-Tak
In IJCAI 2016