DSpace at KOASAS: AI-Journal Papers(저널논문)

DSpace at KOASAS

College of Engineering(공과대학)Kim Jaechul Graduate School of AI(김재철AI대학원)

AI-Journal Papers(저널논문)

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Recent Items

1 Representative and Back-In-Time Sampling from Real-world Hypergraphs

Choe, Min Young; Yoo, Jaemin; Lee, Geon; Baek, Woonsung; Kang, U; Shin, Kijung, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.18, no.6, 2024-07
2 Deep learning model for heavy rainfall nowcasting in South Korea

Oh, Seok-Geun; Son, Seok-Woo; Kim, Young-Ha; Park, Chanil; Ko, Jihoon; Shin, Kijung; Ha, Ji-Hoon; Lee, Hyesook, WEATHER AND CLIMATE EXTREMES, v.44, 2024-06
3 Hypergraph motifs and their extensions beyond binary

Lee, Geon; Yoon, S; Ko, Jihoon; Kim, Hyunju; Shin, Kijung, VLDB JOURNAL, v.33, no.3, pp.625 - 665, 2024-05
4 Random walk with restart on hypergraphs: fast computation and an application to anomaly detection

Chun, Jaewan; Lee, Geon; Shin, Kijung; Jung, Jinhong, DATA MINING AND KNOWLEDGE DISCOVERY, v.38, no.3, pp.1222 - 1257, 2024-05
5 Optimal clustering from noisy binary feedback

Ariu, Kaito; Ok, Jungseul; Proutiere, Alexandre; Yun, Seyoung, MACHINE LEARNING, v.113, no.5, pp.2733 - 2764, 2024-05
6 See, caption, cluster: Large-scale image analysis using captioning and topic modeling

Kang, Kyeongpil; Jin, Kyohoon; Jang, Soojin; Choo, Jaegul; Kim, Youngbin, EXPERT SYSTEMS WITH APPLICATIONS, v.237, 2024-03
7 SeamsTalk: Seamless Talking Face Generation via Flow-Guided Inpainting

Jeong, Yeongho; Kim, Gyeongman; Jang, Doohyuk; Hwang, Jaeryong; Yang, Eunho, IEEE ACCESS, v.12, pp.46678 - 46689, 2024-03
8 Self-supervised multi-modal training from uncurated images and reports enables monitoring AI in radiology

Park, Sangjoon; Lee, Eun Sun; Shin, Kyung Sook; Lee, Jeong Eun; Ye, Jong Chul, MEDICAL IMAGE ANALYSIS, v.91, 2024-01
9 Learning Whole-body Manipulation for Quadrupedal Robot

Jeon, Seunghun; Jung, Moonkyu; Choi, Suyoung; Kim, Beomjoon; Hwangbo, JE MIN, IEEE ROBOTICS AND AUTOMATION LETTERS, v.9, no.1, pp.699 - 706, 2024-01
10 C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation

Kim, Boah; Oh, Yujin; Wood, Bradford J.; Summers, Ronald M.; Ye, Jong Chul, MEDICAL IMAGE ANALYSIS, v.91, 2024-01

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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 482

1	A Visual Analytics System for Improving Attention-based Traffic Forecasting Models Jin, Seungmin; Lee, Hyunwook; Park, Cheonbok; Chu, Hyeshin; Tae, Yunwon; Choo, Jaegul; Ko, Sungahn, IEEE Transactions on Visualization and Computer Graphics, v.29, no.1, pp.1102 - 1112, 2023-01
2	Development of an Unsupervised LearningBased Automated Evaluation System of Descriptive Assessment 하민수; 최진선; 임다니엘; 최성철; 주재걸; 신철균; 박지선, Brain, Digital, & Learning, v.13, no.4, pp.339 - 351, 2023-12
3	GenHPF: General Healthcare Predictive Framework for Multi-Task Multi-Source Learning Hur, Kyung Hoon; Oh, JungWoo; Kim, Junu; Kim, Jiyoun; Lee, Min Jae; Cho, Eunbyeol; Moon, Seong-Eun; et al, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.28, no.1, pp.502 - 513, 2024-01
4	Optimal clustering from noisy binary feedback Ariu, Kaito; Ok, Jungseul; Proutiere, Alexandre; Yun, Seyoung, MACHINE LEARNING, v.113, no.5, pp.2733 - 2764, 2024-05
5	SeamsTalk: Seamless Talking Face Generation via Flow-Guided Inpainting Jeong, Yeongho; Kim, Gyeongman; Jang, Doohyuk; Hwang, Jaeryong; Yang, Eunho, IEEE ACCESS, v.12, pp.46678 - 46689, 2024-03
6	Representative and Back-In-Time Sampling from Real-world Hypergraphs Choe, Min Young; Yoo, Jaemin; Lee, Geon; Baek, Woonsung; Kang, U; Shin, Kijung, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.18, no.6, 2024-07
7	Random walk with restart on hypergraphs: fast computation and an application to anomaly detection Chun, Jaewan; Lee, Geon; Shin, Kijung; Jung, Jinhong, DATA MINING AND KNOWLEDGE DISCOVERY, v.38, no.3, pp.1222 - 1257, 2024-05
8	Hypergraph motifs and their extensions beyond binary Lee, Geon; Yoon, S; Ko, Jihoon; Kim, Hyunju; Shin, Kijung, VLDB JOURNAL, v.33, no.3, pp.625 - 665, 2024-05
9	Deep learning model for heavy rainfall nowcasting in South Korea Oh, Seok-Geun; Son, Seok-Woo; Kim, Young-Ha; Park, Chanil; Ko, Jihoon; Shin, Kijung; Ha, Ji-Hoon; et al, WEATHER AND CLIMATE EXTREMES, v.44, 2024-06
10	AmbiFC: Fact-Checking Ambiguous Claims with Evidence Glockner, Max; Staliūnaitė, Ieva; Thorne, James; Vallejo, Gisela; Vlachos, Andreas; Gurevych, Iryna, TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, v.12, pp.1 - 18, 2024-01
11	Deep Self-Supervised Diversity Promoting Learning on Hierarchical Hyperspheres for Regularization Kim, Youngsung; Hyun, Yoonsuk; Han, Jae-Joon; Yang, Eunho; Hwang, Sung Ju; Shin, Jinwoo, IEEE ACCESS, v.11, pp.146208 - 146222, 2023-12
12	Learning Whole-body Manipulation for Quadrupedal Robot Jeon, Seunghun; Jung, Moonkyu; Choi, Suyoung; Kim, Beomjoon; Hwangbo, JE MIN, IEEE ROBOTICS AND AUTOMATION LETTERS, v.9, no.1, pp.699 - 706, 2024-01
13	C-DARL: Contrastive diffusion adversarial representation learning for label-free blood vessel segmentation Kim, Boah; Oh, Yujin; Wood, Bradford J.; Summers, Ronald M.; Ye, Jong Chul, MEDICAL IMAGE ANALYSIS, v.91, 2024-01
14	Self-supervised multi-modal training from uncurated images and reports enables monitoring AI in radiology Park, Sangjoon; Lee, Eun Sun; Shin, Kyung Sook; Lee, Jeong Eun; Ye, Jong Chul, MEDICAL IMAGE ANALYSIS, v.91, 2024-01
15	분포 강화학습을 위한 위험도 스케줄링 기반의 낙천적 탐색 방법 오지환; 김준기; 윤세영, 정보과학회논문지, v.50, no.2, pp.172 - 178, 2023-02
16	전장 상황을 묘사하는 가설들을 위한 준지도 군집화 알고리즘 조현수; 주현진; 안종철; 진소연; 신유경; 신기정, 데이타베이스연구, v.39, no.1, pp.72 - 84, 2023-04
17	보조인자를 활용한 그래프 신경망 기반의 결측치 복원 방법 연구 김가희; 유나래; 윤세영, 정보과학회 컴퓨팅의 실제 논문지, v.29, no.7, pp.344 - 349, 2023-07
18	Message Passing With Gating Mechanisms in Multi-agent Reinforcement Learning Park, Bumjin; Kang, Cheongwoong; Choi, Jaesik, Journal of Institute of Control, Robotics and Systems, v.29, no.11, pp.847 - 853, 2023-11
19	CoEM: 청각-시각 잠재 표현형을 위한 대조적 임베딩 변환자 이기훈; 이경채; 정민찬; 이명진; 윤세영; 윤찬현, 정보과학회논문지, v.50, no.1, pp.80 - 86, 2023-01
20	Generative Adversarial Network-Based Image Conversion Among Different Computed Tomography Protocols and Vendors: Effects on Accuracy and Variability in Quantifying Regional Disease Patterns of Interstitial Lung Disease Hwang, Hye Jeon; Kim, Hyunjong; Seo, Joon Beom; Ye, Jong Chul; Oh, Gyutaek; Lee, Sang Min; Jang, Ryoungwoo; et al, KOREAN JOURNAL OF RADIOLOGY, v.24, no.8, pp.807 - 820, 2023-08

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