AI-Journal Papers(저널논문)

Recent Items

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 Kyunghoon; 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 K.; Ok J.; Proutiere A.; Yun S., 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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