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2020 – today

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2024
[c11]
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  - conf/aaai/KimKAAKHCK24
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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: 13193-13201
[c10]
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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: 5193-5221
[c9]
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  - conf/eccv/YoonYTZHCY24
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Hee Suk Yoon, Eunseop Yoon, Joshua Tian Jin Tee, Kang Zhang, Yu-Jung Heo, Du-Seong Chang, Chang D. Yoo:
BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation. ECCV (31) 2024: 378-396
[i14]
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  - journals/corr/abs-2406-02331
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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 abs/2406.02331 (2024)
[i13]
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  - journals/corr/abs-2406-05963
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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 abs/2406.05963 (2024)
[i12]
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  - journals/corr/abs-2406-16469
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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 abs/2406.16469 (2024)
[i11]
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  - journals/corr/abs-2408-05926
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Hee Suk Yoon, Eunseop Yoon, Joshua Tian Jin Tee, Kang Zhang, Yu-Jung Heo, Du-Seong Chang, Chang D. Yoo:
BI-MDRG: Bridging Image History in Multimodal Dialogue Response Generation. CoRR abs/2408.05926 (2024)
2023
[j1]
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  - journals/aim/LeeHCCZ23
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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): 537-554 (2023)
2022
[c8]
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  - conf/acl/HeoKCZ22
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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: 373-390
[i10]
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  - journals/corr/abs-2204-10448
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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 abs/2204.10448 (2022)
[i9]
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  - journals/corr/abs-2210-08675
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Woo Suk Choi, Yu-Jung Heo, Byoung-Tak Zhang:
SGRAM: Improving Scene Graph Parsing via Abstract Meaning Representation. CoRR abs/2210.08675 (2022)
2021
[c7]
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  - conf/aaai/ChoiOHSJLZ21
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Seongho 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: 1166-1174
[i8]
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  - journals/corr/abs-2107-09847
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Minjung Shin, Jeonghoon Kim, Seongho 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 abs/2107.09847 (2021)
[i7]
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  - journals/corr/abs-2110-04203
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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 abs/2110.04203 (2021)
2020
[c6]
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  - conf/aaai/OnKHZ20
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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: 5315-5322
[c5]
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  - conf/cvpr/KimKOHZ20
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Eun-Sol Kim, Woo-Young Kang, Kyoung-Woon On, Yu-Jung Heo, Byoung-Tak Zhang:
Hypergraph Attention Networks for Multimodal Learning. CVPR 2020: 14569-14578
[i6]
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  - journals/corr/abs-2001-07613
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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 abs/2001.07613 (2020)
[i5]
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  - journals/corr/abs-2005-03356
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Seongho 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 abs/2005.03356 (2020)

2010 – 2019

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2019
[i4]
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  - journals/corr/abs-1901-09066
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Kyoung-Woon On, Eun-Sol Kim, Yu-Jung Heo, Byoung-Tak Zhang:
Visualizing Semantic Structures of Sequential Data by Learning Temporal Dependencies. CoRR abs/1901.09066 (2019)
[i3]
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  - journals/corr/abs-1904-00623
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Yu-Jung Heo, Kyoung-Woon On, Seongho Choi, Jaeseo Lim, Jinah Kim, Jeh-Kwang Ryu, Byung-Chull Bae, Byoung-Tak Zhang:
Constructing Hierarchical Q&A Datasets for Video Story Understanding. CoRR abs/1904.00623 (2019)
[i2]
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  - journals/corr/abs-1907-01709
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Kyoung-Woon On, Eun-Sol Kim, Yu-Jung Heo, Byoung-Tak Zhang:
Compositional Structure Learning for Sequential Video Data. CoRR abs/1907.01709 (2019)
2018
[c4]
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  - conf/eccv/KimOKHCLZ18
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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: 306-316
[c3]
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  - conf/nips/LeeHZ18
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Sang-Woo Lee, Yu-Jung Heo, Byoung-Tak Zhang:
Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog. NeurIPS 2018: 2584-2594
[i1]
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  - journals/corr/abs-1802-03881
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Sang-Woo Lee, Yu-Jung Heo, Byoung-Tak Zhang:
Answerer in Questioner's Mind for Goal-Oriented Visual Dialogue. CoRR abs/1802.03881 (2018)
2017
[c2]
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  - conf/ijcai/HanLHKJZ17
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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: 28-33
2015
[c1]
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  - conf/aaaifs/KimNHHZ15
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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: 89-93

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