Yu-Jung Heo

According to our database, Yu-Jung Heo authored at least 18 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Structure-Aware Multimodal Sequential Learning for Visual Dialog.

Young-Jin Kim, Min-Jun Kim, Kyunghwan An, Jinwoo Ahn, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Eun-Sol Kim

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Video Turing Test: A first step towards human-level AI.

Min Su Lee, Yu-Jung Heo, Seongho Choi, Woo Suk Choi, Byoung-Tak Zhang

AI Mag., December, 2023

2022

SGRAM: Improving Scene Graph Parsing via Abstract Meaning Representation.

Woo Suk Choi, Yu-Jung Heo, Byoung-Tak Zhang

CoRR, 2022

Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering.

Yu-Jung Heo, Eun-Sol Kim, Woo Suk Choi, Byoung-Tak Zhang

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021

Toward a Human-Level Video Understanding Intelligence.

Yu-Jung Heo, Min Su Lee, Seongho Choi, Woo Suk Choi, Minjung Shin, Minjoon Jung, Jeh-Kwang Ryu, Byoung-Tak Zhang

CoRR, 2021

CogME: A Novel Evaluation Metric for Video Understanding Intelligence.

Minjung Shin, Jeonghoon Kim, Seongho Choi, Yu-Jung Heo, Donghyun Kim, Min Su Lee, Byoung-Tak Zhang, Jeh-Kwang Ryu

CoRR, 2021

DramaQA: Character-Centered Video Story Understanding with Hierarchical QA.

Seongho Choi, Kyoung-Woon On, Yu-Jung Heo, Ahjeong Seo, Youwon Jang, Min Su Lee, Byoung-Tak Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

DramaQA: Character-Centered Video Story Understanding with Hierarchical QA.

Seongho Choi, Kyoung-Woon On, Yu-Jung Heo, Ahjeong Seo, Youwon Jang, Seungchan Lee, Min Su Lee, Byoung-Tak Zhang

CoRR, 2020

Hypergraph Attention Networks for Multimodal Learning.

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

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data.

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

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Compositional Structure Learning for Sequential Video Data.

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

CoRR, 2019

Constructing Hierarchical Q&A Datasets for Video Story Understanding.

Yu-Jung Heo, Kyoung-Woon On, Seongho Choi, Jaeseo Lim, Jinah Kim, Jeh-Kwang Ryu, Byung-Chull Bae, Byoung-Tak Zhang

CoRR, 2019

Visualizing Semantic Structures of Sequential Data by Learning Temporal Dependencies.

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

CoRR, 2019

2018

Answerer in Questioner's Mind for Goal-Oriented Visual Dialogue.

Sang-Woo Lee, Yu-Jung Heo, Byoung-Tak Zhang

CoRR, 2018

Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog.

Sang-Woo Lee, Yu-Jung Heo, Byoung-Tak Zhang

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

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

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Criteria for Human-Compatible AI in Two-Player Vision-Language Tasks.

Cheolho Han, Sang-Woo Lee, Yu-Jung Heo, Woo-Young Kang, Jaehyun Jun, Byoung-Tak Zhang

Proceedings of the Linguistic and Cognitive Approaches To Dialog Agents Workshop co-located with the 26th International Joint Conference on Artificial Intelligence, 2017

2015

Pororobot: A Deep Learning Robot That Plays Video Q&A Games.

Kyung-Min Kim, Chang-Jun Nan, Jung-Woo Ha, Yu-Jung Heo, Byoung-Tak Zhang

Proceedings of the 2015 AAAI Fall Symposia, Arlington, Virginia, USA, November 12-14, 2015, 2015