Yu-Jung Heo

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 23

Top Topics

Semantic Structures

Temporal Dependencies

Question Answering

Top Venues

AAAI Fall Symposia

Publications

ChaeHun Park, Koanho Lee, Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering. ACL (Findings) (2024)
ChaeHun Park, Koanho Lee, Hyesu Lim, Jaeseok Kim, Junmo Park, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering. CoRR (2024)
Young-Jin Kim, Min-Jun Kim, Kyunghwan An, Jinwoo Ahn, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Eun-Sol Kim
Structure-Aware Multimodal Sequential Learning for Visual Dialog. AAAI (2024)
Yujin Baek, ChaeHun Park, Jaeseok Kim, Yu-Jung Heo, Du-Seong Chang, Jaegul Choo
Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration. CoRR (2024)
Jinwoo Ahn, Junhyeok Park, Min-Jun Kim, Kanghyeon Kim, So-Yeong Sohn, Yun-Ji Lee, Du-Seong Chang, Yu-Jung Heo, Eun-Sol Kim
Solution for SMART-101 Challenge of CVPR Multi-modal Algorithmic Reasoning Task 2024. CoRR (2024)
Min Su Lee, Yu-Jung Heo, Seongho Choi, Woo Suk Choi, Byoung-Tak Zhang
Video Turing Test: A first step towards human-level AI. AI Mag. 44 (4) (2023)
Yu-Jung Heo, Eun-Sol Kim, Woo Suk Choi, Byoung-Tak Zhang
Hypergraph Transformer: Weakly-Supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering. ACL (1) (2022)
Yu-Jung Heo, Eun-Sol Kim, Woo Suk Choi, Byoung-Tak Zhang
Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering. CoRR (2022)
Woo Suk Choi, Yu-Jung Heo, Byoung-Tak Zhang
SGRAM: Improving Scene Graph Parsing via Abstract Meaning Representation. CoRR (2022)
Minjung Shin, Jeonghoon Kim, Seong-Ho Choi, Yu-Jung Heo, Donghyun Kim, Min Su Lee, Byoung-Tak Zhang, Jeh-Kwang Ryu
CogME: A Novel Evaluation Metric for Video Understanding Intelligence. CoRR (2021)
Seong-Ho Choi, Kyoung-Woon On, Yu-Jung Heo, Ahjeong Seo, Youwon Jang, Min Su Lee, Byoung-Tak Zhang
DramaQA: Character-Centered Video Story Understanding with Hierarchical QA. AAAI (2021)
Yu-Jung Heo, Min Su Lee, Seongho Choi, Woo Suk Choi, Minjung Shin, Minjoon Jung, Jeh-Kwang Ryu, Byoung-Tak Zhang
Toward a Human-Level Video Understanding Intelligence. CoRR (2021)
Kyoung-Woon On, Eun-Sol Kim, Yu-Jung Heo, Byoung-Tak Zhang
Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data. AAAI (2020)
Eun-Sol Kim, Woo-Young Kang, Kyoung-Woon On, Yu-Jung Heo, Byoung-Tak Zhang
Hypergraph Attention Networks for Multimodal Learning. CVPR (2020)
Kyoung-Woon On, Eun-Sol Kim, Yu-Jung Heo, Byoung-Tak Zhang
Cut-Based Graph Learning Networks to Discover Compositional Structure of Sequential Video Data. CoRR (2020)
Seong-Ho Choi, Kyoung-Woon On, Yu-Jung Heo, Ahjeong Seo, Youwon Jang, Seungchan Lee, Min Su Lee, Byoung-Tak Zhang
DramaQA: Character-Centered Video Story Understanding with Hierarchical QA. CoRR (2020)
Kyoung-Woon On, Eun-Sol Kim, Yu-Jung Heo, Byoung-Tak Zhang
Compositional Structure Learning for Sequential Video Data. CoRR (2019)
Yu-Jung Heo, Kyoung-Woon On, Seong-Ho Choi, Jaeseo Lim, Jinah Kim, Jeh-Kwang Ryu, Byung-Chull Bae, Byoung-Tak Zhang
Constructing Hierarchical Q&A Datasets for Video Story Understanding. CoRR (2019)
Kyoung-Woon On, Eun-Sol Kim, Yu-Jung Heo, Byoung-Tak Zhang
Visualizing Semantic Structures of Sequential Data by Learning Temporal Dependencies. CoRR (2019)
Sang-Woo Lee, Yu-Jung Heo, Byoung-Tak Zhang
Answerer in Questioner's Mind for Goal-Oriented Visual Dialogue. CoRR (2018)
Eun-Sol Kim, Kyoung-Woon On, Jongseok Kim, Yu-Jung Heo, Seong-Ho Choi, Hyun-Dong Lee, Byoung-Tak Zhang
Temporal Attention Mechanism with Conditional Inference for Large-Scale Multi-label Video Classification. ECCV Workshops (4) (2018)
Sang-Woo Lee, Yu-Jung Heo, Byoung-Tak Zhang
Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog. NeurIPS (2018)
Cheolho Han, Sang-Woo Lee, Yu-Jung Heo, Woo-Young Kang, Jaehyun Jun, Byoung-Tak Zhang
Criteria for Human-Compatible AI in Two-Player Vision-Language Tasks. LaCATODA@IJCAI (2017)
Kyung-Min Kim, Chang-Jun Nan, Jung-Woo Ha, Yu-Jung Heo, Byoung-Tak Zhang
Pororobot: A Deep Learning Robot That Plays Video Q&A Games. AAAI Fall Symposia (2015)