AI-Journal Papers(저널논문)

Recent Items

Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 422

Meta-Learning Amidst Heterogeneity and Ambiguity

Go, Kyeongryeol; Kim, Mingyu; Yun, Seyoungresearcher, IEEE ACCESS, v.11, pp.1578 - 1592, 2023

Task-Agnostic Vision Transformer for Distributed Learning of Image Processing

Kim, Boah; Kim, Jeongsol; Ye, Jong Chulresearcher, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.32, pp.203 - 218, 2023

부호형 그래프 요약 기법

조현수; 주현진; 안종철; 진소연; 신유경; 신기정researcher, 데이타베이스연구, v.38, no.3, pp.3 - 15, 2022-12

Enhanced Diagnosis of Plaque Erosion by Deep Learning in Patients With Acute Coronary Syndromes

Park, Sangjoon; Araki, Makoto; Nakajima, Akihiro; Lee, Hang; Fuster, Valentin; Ye, Jong Chulresearcher; Jang, Ik-Kyung, JACC-CARDIOVASCULAR INTERVENTIONS, v.15, no.20, pp.2020 - 2031, 2022-10

Medical ultrasound image speckle reduction and resolution enhancement using texture compensated multi-resolution convolution neural network

Moinuddin, Muhammad; Khan, Shujaat; Alsaggaf, Abdulrahman U.; Abdulaal, Mohammed Jamal; Al-Saggaf, Ubaid M.; Ye, Jong Chulresearcher, FRONTIERS IN PHYSIOLOGY, v.13, 2022-11

Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training

Moon, Jong Hak; Lee, Hyungyung; Shin, Woncheol; Kim, Young-Hak; Choi, Yoonjaeresearcher, IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, v.26, no.12, pp.6070 - 6080, 2022-12

전장에서의 적대적 대상에 대한 행위 인식 및 위협 수준 분석 알고리즘 리뷰

이수용; 김주원; 심상흔; 류동국; 박기웅; 신기정researcher, 데이타베이스연구, v.38, no.2, pp.29 - 41, 2022-08

전장 상황을 묘사하는 가설 간 관련성을 식별하기 위한 계층적 그래프 신경망

조현수; 주현진; 진소연; 신유경; 이우신; 신기정researcher, 데이타베이스연구, v.38, no.2, pp.18 - 28, 2022-08

BGP 네트워크 데이터 내의 이상징후 감지를 위한 인터랙티브 시각화 분석 기법

최소미; 김선영; 이재연; 고장혁; 권구형; 주재걸researcher, 인터넷정보학회논문지, v.23, no.5, pp.135 - 143, 2022-10

Learning Polymorphic Neural ODEs with Time-evolving Mixture

Yoon, Tehrim; Shin, Sumin; Yang, Eunhoresearcher, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.45, no.1, pp.712 - 721, 2023-01

Low-Dose Sparse-View HAADF-STEM-EDX Tomography of Nanocrystals Using Unsupervised Deep Learning

Cha, Eunju; Chung, Hyungjin; Jang, Jaeduck; Lee, Junho; Lee, Eunha; Ye, Jong Chulresearcher, ACS NANO, v.16, no.7, pp.10314 - 10326, 2022-06

Radiation Dose Reduction in Digital Mammography by Deep-Learning Algorithm Image Reconstruction: A Preliminary Study

Ha, Su Min; Kim, Hak Hee; Kang, Eunhee; Seo, Bo Kyoung; Choi, Nami; Kim, Tae Hee; Ku, You Jin; et al, Journal of the Korean Society of Radiology, v.83, no.2, pp.344 - 359, 2022-01

Performance Analysis of Fractional Learning Algorithms

Wahab, Abdul; Khan, Shujaat; Naseem, Imran; Ye, Jong Chulresearcher, IEEE TRANSACTIONS ON SIGNAL PROCESSING, v.70, pp.5164 - 5177, 2022

DeepPhaseCut: Deep Relaxation in Phase for Unsupervised Fourier Phase Retrieval

Cha, Eunju; Lee, Chanseok; Jang, Mooseokresearcher; Ye, Jong Chulresearcher, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.44, no.12, pp.9931 - 9943, 2022-12

강건하고 공정하며 확장 가능한 데이터 중심의 연속 학습

이재길researcher; 신기정researcher; 박찬영researcher; 황의종researcher; 최예지, 정보과학회지, v.40, no.11, pp.53 - 58, 2022-11

Score-based diffusion models for accelerated MRI

Chung, Hyungjin; Ye, Jong Chulresearcher, MEDICAL IMAGE ANALYSIS, v.80, 2022-08

Benefits of Stochastic Weight Averaging in Developing Neural Network Radiation Scheme for Numerical Weather Prediction

Song, Hwan-Jin; Roh, Soonyoung; Lee, Juhoresearcher; Nam, Giung; Yun, Eunggu; Yoon, Jongmin; Kim, Park Sa, JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS, v.14, no.10, 2022-10

Multi-domain CT translation by a routable translation network

Kim, Hyunjong; Oh, Gyutaek; Seo, Joon Beom; Hwang, Hye Jeon; Lee, Sang Min; Yun, Jihye; Ye, Jong Chulresearcher, PHYSICS IN MEDICINE AND BIOLOGY, v.67, no.21, 2022-11

Interpretable Deep Learning Model for Analyzing the Relationship between the Electronic Structure and Chemisorption Property

Hong, Doosun; Oh, Jaehoon; Bang, Kihoon; Kwon, Soonho; Yun, Se-Youngresearcher; Lee, Hyuck Moresearcher, JOURNAL OF PHYSICAL CHEMISTRY LETTERS, v.13, no.37, pp.8628 - 8634, 2022-09

Optical coherence tomography in coronary atherosclerosis assessment and intervention

Araki, Makoto; Seung-Jung Park,; Dauerman, Harold L.; Uemura, Shiro; Kim, Jung-Sun; Di Mario, Carlo; Johnson, Thomas W.; et al, NATURE REVIEWS CARDIOLOGY, v.19, no.10, pp.684 - 703, 2022-10


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