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 Magnitude and angle dynamics in training single ReLU neurons

Lee, Sangmin; Sim, Byeongsu; Ye, Jong Chul, NEURAL NETWORKS, v.178, 2024-10
2 Targeted Model Inversion: Distilling style encoded in predictions

Jeong, Hoyong; Chung, Kiwon; Hwang, Sung Ju; Son, Sooel, COMPUTERS SECURITY, v.144, 2024-09
3 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
4 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
5 Adapting low-dose CT denoisers for texture preservation using zero-shot local noise-level matching

Ko, Youngjun; Song, Seongjong; Baek, Jongduk; Shim, Hyunjung, MEDICAL PHYSICS, v.51, no.6, pp.4181 - 4200, 2024-06
6 End-to-End Semi-Supervised Opportunistic Osteoporosis Screening Using Computed Tomography

Oh, Jieun; Kim, Boah; Oh, Gyutaek; Hwangbo, Yul; Ye, Jong Chul, ENDOCRINOLOGY AND METABOLISM, v.39, no.3, pp.500 - 510, 2024-06
7 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
8 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
9 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
10 Unpaired deep learning for pharmacokinetic parameter estimation from dynamic contrast-enhanced MRI without AIF measurements

Oh, Gyutaek; Moon, Yeonsil; Moon, Won-Jin; Ye, Jong Chul, NEUROIMAGE, v.291, 2024-05

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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 525

1	Few-Shot Anomaly Detection via Personalization Kwak, Sangkyung; Jeong, Jongheon; Lee, Hankook; Kim, Woohyuck; Seo, Dongho; Yun, Woojin; Lee, Wonjin; et al, IEEE ACCESS, v.12, pp.11035 - 11051, 2024
2	Few-Shot Font Generation With Weakly Supervised Localized Representations Park, Song; Chun, Sanghyuk; Cha, Junbum; Lee, Bado; Shim, Hyunjung, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.46, no.3, pp.1479 - 1495, 2024-03
3	The Normal-Generalised Gamma-Pareto Process: A Novel Pure-Jump Lévy Process with Flexible Tail and Jump-Activity Properties Ayed, Fadhel; Lee, Juho; Caron, Francois, BAYESIAN ANALYSIS, v.19, no.1, pp.123 - 152, 2024-03
4	Improving Medical Speech-to-Text Accuracy using Vision-Language Pre-training Models Huh, Jaeyoung; Park, Sangjoon; Lee, Jeong Eun; Ye, Jong Chul, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.28, no.3, pp.1692 - 1703, 2024-03
5	End-to-End Semi-Supervised Opportunistic Osteoporosis Screening Using Computed Tomography Oh, Jieun; Kim, Boah; Oh, Gyutaek; Hwangbo, Yul; Ye, Jong Chul, ENDOCRINOLOGY AND METABOLISM, v.39, no.3, pp.500 - 510, 2024-06
6	Annealed Score-Based Diffusion Model for MR Motion Artifact Reduction Oh, Gyutaek; Jung, Sukyoung; Lee, Jeong Eun; Ye, Jong Chul, IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, v.10, pp.43 - 53, 2024
7	Unpaired deep learning for pharmacokinetic parameter estimation from dynamic contrast-enhanced MRI without AIF measurements Oh, Gyutaek; Moon, Yeonsil; Moon, Won-Jin; Ye, Jong Chul, NEUROIMAGE, v.291, 2024-05
8	Trustworthy residual vehicle value prediction for auto finance Kim, Mihye; Choi, Jimyung; Kim, Jaehyun; Kim, Wooyoung; Baek, Yeonung; Bang, Gisuk; Son, Kwangwoon; et al, AI MAGAZINE, v.44, no.4, pp.394 - 405, 2023-12
9	REVIEW OF DIFFUSION MODELS: THEORY AND APPLICATIONS Chung, Hyungjin; Nam, Hyelin; Ye, Jong Chul, Journal of the Korean Society for Industrial and Applied Mathematics, v.28, no.1, pp.1 - 21, 2024-03
10	Adapting low-dose CT denoisers for texture preservation using zero-shot local noise-level matching Ko, Youngjun; Song, Seongjong; Baek, Jongduk; Shim, Hyunjung, MEDICAL PHYSICS, v.51, no.6, pp.4181 - 4200, 2024-06
11	Targeted Model Inversion: Distilling style encoded in predictions Jeong, Hoyong; Chung, Kiwon; Hwang, Sung Ju; Son, Sooel, COMPUTERS SECURITY, v.144, 2024-09
12	A novel deep learning model for a computed tomography diagnosis of coronary plaque erosion PARK, SANGJOON; Yuki Haruhito; Niida Takayuki; Suzuki Keishi; Kinoshita Daisuke; McNulty Iris; Broersen Alexander; et al, SCIENTIFIC REPORTS, v.13, no.1, 2023-12
13	Magnitude and angle dynamics in training single ReLU neurons Lee, Sangmin; Sim, Byeongsu; Ye, Jong Chul, NEURAL NETWORKS, v.178, 2024-10
14	Bidirectional generation of structure and properties through a single molecular foundation model Jang, Jinho; Ye, Jong Chul, NATURE COMMUNICATIONS, v.15, no.1, 2024-03
15	A multi-vision sensor-based fast localization system with image matching for challenging outdoor environments Son, Jongin; Kim, Seungryong; Sohn, Kwanghoon, EXPERT SYSTEMS WITH APPLICATIONS, v.42, no.22, pp.8830 - 8839, 2015-12
16	Mahalanobis Distance Cross-Correlation for Illumination-Invariant Stereo Matching Kim, Seungryong; Ham, Bumsub; Kim, Bongjoe; Sohn, Kwanghoon, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, v.24, no.11, pp.1844 - 1859, 2014-11
17	Fast illumination-robust foreground detection using hierarchical distribution map for real-time video surveillance system Son, Jongin; Kim, Seungryong; Sohn, Kwanghoon, EXPERT SYSTEMS WITH APPLICATIONS, v.66, pp.32 - 41, 2016-12
18	Modality-Invariant Image Classification Based on Modality Uniqueness and Dictionary Learning Kim, Seungryong; Cai, Rui; Park, Kihong; Kim, Sunok; Sohn, Kwanghoon, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.26, no.2, pp.884 - 899, 2017-02
19	LAT: Local area transform for cross modal correspondence matching Ryu, Seungchul; Kim, Seungryong; Sohn, Kwanghoon, PATTERN RECOGNITION, v.63, pp.218 - 228, 2017-03
20	DASC: Robust Dense Descriptor for Multi-Modal and Multi-Spectral Correspondence Estimation Kim, Seungryong; Min, Dongbo; Ham, Bumsub; Do, Minh N.; Sohn, Kwanghoon, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.39, no.9, pp.1712 - 1729, 2017-09

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