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)

Browse: Issue Date Author Title Subject Type

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): 61 to 80 of 527

61	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
62	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
63	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
64	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
65	Deep Neural Networks with Dependent Weights: Gaussian Process Mixture Limit, Heavy Tails, Sparsity and Compressibility Lee, Hoil; Ayed, Fadhel; Jung, Paul; Lee, Juho; Yang, Hongseok; Caron, Francois, JOURNAL OF MACHINE LEARNING RESEARCH, v.24, pp.1 - 78, 2023-09
66	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
67	Interplay between topology and edge weights in real-world graphs: concepts, patterns, and an algorithm Bu, Fanchen; Kang, Shinhwan; Shin, Kijung, DATA MINING AND KNOWLEDGE DISCOVERY, v.37, no.6, pp.2139 - 2191, 2023-11
68	Datasets, tasks, and training methods for large-scale hypergraph learning Kim, Sunwoo; Lee, Dongjin; Kim, Yul; Park, Jungho; Hwang, Taeho; Shin, Kijung, DATA MINING AND KNOWLEDGE DISCOVERY, v.37, no.6, pp.2216 - 2254, 2023-11
69	Hypercore decomposition for non-fragile hyperedges: concepts, algorithms, observations, and applications Bu, Fanchen; Lee, Geon; Shin, Kijung, DATA MINING AND KNOWLEDGE DISCOVERY, v.37, no.6, pp.2389 - 2437, 2023-11
70	Reciprocity in directed hypergraphs: measures, findings, and generators Kim, Sunwoo; Choe, Minyoung; Yoo, Jaemin; Shin, Kijung, DATA MINING AND KNOWLEDGE DISCOVERY, v.37, no.6, pp.2330 - 2388, 2023-11
71	Improving the core resilience of real-world hypergraphs Do, Manh Tuan; Shin, Kijung, DATA MINING AND KNOWLEDGE DISCOVERY, v.37, no.6, pp.2438 - 2493, 2023-11
72	One-Shot Adaptation of GAN in Just One CLIP Kwon, Gihyun; Ye, Jong Chul, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.45, no.10, pp.12179 - 12191, 2023-10
73	Saliency as Pseudo-Pixel Supervision for Weakly and Semi-Supervised Semantic Segmentation Lee, Minhyun; Lee, Seungho; Lee, Jongwuk; Shim, Hyunjung, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.45, no.10, pp.12341 - 12357, 2023-10
74	F2RPC: Fake to Real Portrait Control From a Virtual Character Kang, Seoungyoon; Kim, Minjae; Shim, Hyunjung, IEEE ACCESS, v.11, pp.92120 - 92134, 2023
75	Deep Learning-Enabled Detection of Pneumoperitoneum in Supine and Erect Abdominal Radiography: Modeling Using Transfer Learning and Semi-Supervised Learning Park, Sangjoon; Ye, Jong Chul; Lee, Eun Sun; Cho, Gyeongme; Yoon, Jin Woo; Choi, Joo Hyeok; Joo, Ijin; et al, KOREAN JOURNAL OF RADIOLOGY, v.24, no.6, pp.541 - 552, 2023-06
76	Multi-Scale Hybrid Vision Transformer for Learning Gastric Histology: AI-Based Decision Support System for Gastric Cancer Treatment Oh, Yujin; Bae, Go Eun; Kim, Kyung-Hee; Yeo, Min-Kyung; Ye, Jong Chul, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.27, no.8, pp.4143 - 4153, 2023-08
77	The Foundations of Computational Imaging: A signal processing perspective Karl, W. Clem; Fowler, James E.; Bouman, Charles A.; Cetin, Mujdat; Wohlberg, Brendt; Ye, Jong Chul, IEEE SIGNAL PROCESSING MAGAZINE, v.40, no.5, pp.40 - 53, 2023-07
78	Multi-Task Distributed Learning Using Vision Transformer With Random Patch Permutation Park, Sangjoon; Ye, Jong Chul, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.42, no.7, pp.2091 - 2105, 2023-07
79	Accelerated MM Algorithms for Ranking Scores Inference from Comparison Data Vojnovic, Milan; Yun, Seyoung; Zhou, Kaifang, OPERATIONS RESEARCH, v.71, no.4, pp.1318 - 1342, 2023-07
80	Explainable Artificial Intelligence Approach to Identify the Origin of Phonon-Assisted Emission in WSe2 Monolayer Yoo, Jaekak; Cho, Youngwoo; Jeong, Byeonggeun; Choi, Soo Ho; Kim, Ki Kang; Lim, Seong Chu; Lee, Seung Mi; et al, ADVANCED INTELLIGENT SYSTEMS, v.5, no.7, 2023-07

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