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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Nonlinear Ranking Loss on Riemannian Potato Embedding
Kim, BH, Suh,Y, Lee,H, Sungho Jo
25th International Conference on Pattern Recognition (ICPR)
2021 -
Subject-Independent Motor Imagery EEG Classification Based on Graph Convolutional Network
Lee, Joo Ho, Jin Woo Choi, Sungho Jo
The 6th Asian Conference on Pattern Recognition (ACPR 2021)
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[]
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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[]
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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[]
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Human Activity Recognition Using Semi-supervised Multi-modal DEC for Instagram Data
Kim, Dongmin, Han, Sumin, Son, Heesuk, Dongman Lee
24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020
2020 -
Optimization-Based Path Planning for Person Following Using Following Field
Heechan Shin, Sung-Eui Yoon
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020)
2020[]
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Single Image Reflection Removal With Physically-Based Training Images
Soomin Kim, Yuchi Hou, Sung-Eui Yoon
Conference on Computer Vision and Pattern Recognition (CVPR)
2020[]
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Speaker Sensitive Response Evaluation Model
JinYeong Bak, Alice Oh
58th Annual Meeting of the Association for Computational Linguistics (ACL 2020)
2020[]
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TORM: Fast and Accurate Trajectory Optimization of Redundant Manipulator given an End-Effector Path
Mincheul Kang, Heechan Shin, Donghyuk Kim, Sung-Eui Yoon
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020)
2020[]
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Unsupervised Learning of Optical Flow with Deep Feature Similarity
Woobin Im, Kim Tae Kyun, Sung-Eui Yoon
European Conference on Computer Vision (ECCV)
2020[]
2019
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Additive Compositionality of Word Vectors
Yeon Seonwoo, Sungjoon Park, Dongkwan Kim, Alice Oh
2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP 2019)
2019[] []
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Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues
Sungjoon Park, 김동현, Alice Oh
2019 Conference of North American Chapter of the Association for Computational Linguistics (NAACL 2019)
2019[] []
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Enhancing Performance of Character Identification on Multipary Dialogues of Drama via Multimodality
KiJong Han, 김동환, Choi, Seong-Ho, Giyeon Shin, Zhang, Byoung-Tak, Key-Sun CHOI
International Conference on Computer Vision(ICCV)
2019[]
