Woo Young Kang — accepted AI-conference papers

2021

Image-to-Image Retrieval by Learning Similarity between Scene Graphs

Sangwoong Yoon, Woo Young Kang, Sungwook Jeon, SeongEun Lee, Changjin Han, Jonghun Park +1

AAAI 2021technical

As a scene graph compactly summarizes the high-level content of an image in a structured and symbolic manner, the similarity between scene graphs of two images reflects the relevance of their contents. Based on this idea, we propose a novel approach for image-to-image retrieval using scene graph sim…

Cited by 49 Source ↗PDF ↗code ↗Scholar ↗

2020

Hypergraph Attention Networks for Multimodal Learning

Eun-Sol Kim, Woo Young Kang, Kyoung-Woon On, Yu-Jung Heo, Byoung-Tak Zhang

CVPR 2020poster

One of the fundamental problems that arise in multimodal learning tasks is the disparity of information levels between different modalities. To resolve this problem, we propose Hypergraph Attention Networks (HANs), which define a common semantic space among the modalities with symbolic graphs and ex…

Cited by 120 PDF ↗code ↗Scholar ↗