Directions
인간 중심의 AI 연구는 매우 중요한 분야로 떠오르고 있다. 사용자가 AI 시스템과 어떻게 상호작용하는지, 사람이 데이터 등 기계학습과 인공지능 시스템 개발에 어떻게 기여할 수 있는지, AI가 인간과 사회에 어떤 영향을 미칠 수 있는지를 연구한다.
2021
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DQN-based Coverage Maximization for Mobile Video Camera Networks
Lee, Seungho, SiYoung Jang, Soon J. Hyun, Dongman Lee
2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC)
2021[]
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Dimensional Emotion Detection from Categorical Emotion
Sungjoon Park, Jiseon Kim, Alice Oh, Jeon, Jaeyeol, Park, Hee Young, Ye, Seonghyeon
The 2021 Conference on Empirical Methods in Natural Language Processing
2021[]
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Dynamic Humanoid Locomotion over Rough Terrain with Streamlined Perception-Control Pipeline
Lee, Moon Young, Kwon, Yong Sun, Lee, Se Bin, Choe, Jong Hun, Park, Jun Yong, Jeong, Hyo Bin, Heo, Yu Jin, Kim, Min-su, Sungho Jo, Sung-Eui Yoon, Oh, Jun-Ho
2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2021)
2021 -
Efficient Contrastive Learning via Novel Data Augmentation and Curriculum Learning
Ye, Seonghyeon, Jiseon Kim, Alice Oh
The 2021 Conference on Empirical Methods in Natural Language Processing
2021[]
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Emergent Communication under Varying Sizes and Connectivities
JOOYEON KIM, Alice Oh
Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021)
2021[]
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GraphShop: Graph-based Approach for Shop-type Recommendation
GUOYUAN AN, Sung-Eui Yoon, Jaeyoon Kim, Wang, Lin, Myoung Ho Kim
2021 SIAM International Conference on Data Mining (SDM)
2021[]
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How to Find Your Friendly Neighborhood: Graph Attention Design with Self-Supervision
Dongkwan Kim, Alice Oh
The Ninth International Conference on Learning Representations (ICLR 2021)
2021[]
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KLUE: Korean Language Understanding Evaluation
Sungjoon Park, Kim, Sungdong, Moon, Jihyung, Cho, Won Ik, Cho, Kyunghyun, Han, Jiyoon, Park, Jangwon, Song, Chisung, Kim, Junseong, Song, Yongsook, Oh, Taehwan, Lee, Joohong, Oh, Juhyun, Lyu, Sungwon, Jeong, Younghoon, Lee, Inkwon, Seo, Sangwoo, Lee, Dongjun, Kim, Hyunwoo, Lee, Myeonghwa, Jang, Seongbo, Do, Seungwon, Kim, Sunkyoung, Lim, Kyungtae, Lee, Jongwon, Park, Kyumin, Shin, Jay, Kim, Seonghyun, Park, Lucy, Alice Oh, Ha, Jung-Woo
Thirty-fifth Conference on Neural Information Processing Systems (NeurIPS 2021)
2021[]
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Knowledge-Enhanced Evidence Retrieval for Counterargument Generation
Jo, Yohan, Yoo, Haneul, Hovy, Eduard, Alice Oh, Reed, Chris, Bak, JinYeong
The 2021 Conference on Empirical Methods in Natural Language Processing
2021[]
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Learning Bill Similarity with Annotated and Augmented Corpora of Bills
Jiseon Kim, Alice Oh, Kim, In Song, Griggs, Elden
The 2021 Conference on Empirical Methods in Natural Language Processing
2021[]
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Mitigating Language-Dependent Ethnic Bias in BERT
Ahn, Jaimeen, Alice Oh
The 2021 Conference on Empirical Methods in Natural Language Processing
2021[]
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TAP: A Transformer based Activity Prediction Exploiting Temporal Relations in Collaborative Tasks
Kim, Hyunju, Dongman Lee
19th IEEE International Conference on Pervasive Computing and Communications (IEEE PerCom)
2021 -
TAP: Temporal Relation represented Transformer for Predicting Activity in Collaborative Tasks”, The 17th International Workshop on Context and Activity Modeling and Recognition
Hyunju Kim, Dongman Lee
2021 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)
2021[]
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Weakly Supervised Pre-Training for Multi-Hop Retriever
Yeon Seonwoo, Lee, Sang-Woo, Alice Oh, Ha, Jung-Woo, Kim, Ji-Hoon
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021)
2021[]
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모션계획을 위한 강화학습 기반 트리 편향 확장 기술
윤민성, 박대형, 윤성의
제16회 한국로봇종합학술대회
2021[]
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외란에 강인한 심층 강화학습 기반 로봇 주행
유형열, 윤민성, 박대형, 윤성의
제16회 한국로봇종합학술대회
2021[]
2020
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Adaptive Kernel Inference for Dense and Sharp Occupancy Grids
YOUNGSUN KWON, Moon, BoChang, Sung-Eui Yoon
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020)
2020[]
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Crowdsourcing in the Development of a Multilingual FrameNet: A Case Study of Korean FrameNet
Young Gyun Hahm, Noh, Y, Han, Jiyoon, Oh, Taehwan, Choi, Hyonsu, Kim, Hansaem, Key-Sun CHOI
12th Edition of its Language Resources and Evaluation Conference (LREC 2020)
2020 -
Effective Crowdsourcing of Multiple Tasks for Comprehensive Knowledge Extraction
Sangha Nam, Minho Lee, 김동환, KiJong Han, KunTae Kim, SOOJI YOON, Eun Kyung Kim, Key-Sun CHOI
12th Edition of its Language Resources and Evaluation Conference (LREC 2020)
2020 -
Enhancing Quality of Corpus Annotation: Construction of the Multi-Layer Corpus Annotation and Simplified Validation of the Corpus Annotation
Noh, Y, KunTae Kim, Minho Lee, CHEOLHUN HEO, Yongbin Jeong, 정유성, Young Gyun Hahm, Oh, Taehwan, Choi, Hyonsu, Park, Seokwon, KIm, Jin-Dong, Key-Sun CHOI
34th Pacific Asia Conference on Language, Information and Computation (PACLIC 34)
2020
