Browse "Kim Jaechul Graduate School of AI(김재철AI대학원)" by Type Article

Showing results 1 to 60 of 483

1
3D high-density localization microscopy using hybrid astigmatic/biplane imaging and sparse image reconstruction

Min, Junhong; Holden, Seamus J.; Carlini, Lina; Unser, Michael; Manley, Suliana; Ye, Jong-Chul, BIOMEDICAL OPTICS EXPRESS, v.5, no.11, pp.3935 - 3948, 2014-11

2
3D Interpreter Networks for Viewer-Centered Wireframe Modeling

Wu, Jiajun; Xue, Tianfan; Lim, Joseph J.; Tian, Yuandong; Tenenbaum, Joshua B.; Torralba, Antonio; Freeman, William T., INTERNATIONAL JOURNAL OF COMPUTER VISION, v.126, no.9, pp.1009 - 1026, 2018-09

3
A convolutional neural network-based model observer for breast CT images

Kim, Gihun; Han, Minah; Shim, Hyunjung; Baek, Jongduk, MEDICAL PHYSICS, v.47, no.4, pp.1619 - 1632, 2020-04

4
A Data-Driven Sparse GLM for fMRI Analysis Using Sparse Dictionary Learning With MDL Criterion

Lee, Kang-Joo; Tak, Sung-Ho; Ye, Jong-Chul, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.30, no.5, pp.1076 - 1089, 2011-05

5
A deep convolutional neural network using directional wavelets for low-dose X-ray CT reconstruction

Kang, Eunhee; Min, Junhong; Ye, Jong Chul, MEDICAL PHYSICS, v.44, no.10, pp.e360 - e375, 2017-10

6
A Deep Reinforcement Learning Based D2D Relay Selection and Power Level Allocation in mmWave Vehicular Networks

Zhang, Hui; Chong, Song; Zhang, Xinming; Lin, Nan, IEEE COMMUNICATIONS LETTERS, v.9, no.3, pp.416 - 419, 2020-03

7
A distributed utility max-min flow control algorithm

Lee, HW; Chong, Song, COMPUTER NETWORKS, v.50, no.11, pp.1816 - 1830, 2006-08

8
A general family of trimmed estimators for robust high-dimensional data

Yang, Eunho; Lozano, Aurelie C.; Aravkin, Aleksandr, ELECTRONIC JOURNAL OF STATISTICS, v.12, no.2, pp.3519 - 3553, 2018-10

9
A General Framework for Compressed Sensing and Parallel MRI Using Annihilating Filter Based Low-Rank Hankel Matrix

Jin, Kyong Hwan; Lee, Dong Wook; Ye, Jong Chul, IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, v.2, no.4, pp.480 - 495, 2016-12

10
A Joint Design of Congestion Control and Burst Contention Resolution for Optical Burst Switching Networks

Park, Won-Seok; Shin, Minsu; Lee, Hyang-Won; Chong, Song, JOURNAL OF LIGHTWAVE TECHNOLOGY, v.27, no.17, pp.3820 - 3830, 2009-09

11
A Joint Sparse Recovery Framework for Accurate Reconstruction of Inclusions in Elastic Media

Yoo, Jaejun; Jung, Younghoon; Lim, Mikyoung; Ye, Jong Chul; Wahab, Abdul, SIAM JOURNAL ON IMAGING SCIENCES, v.10, no.3, pp.1104 - 1138, 2017

12
A Machine Learning-Based Approach for the Prediction of Acute Coronary Syndrome Requiring Revascularization

Noh, Yung-Kyun; Park, Ji Young; Choi, Byoung Geol; Kim, Kee-Eung; Rha, Seung-Woon, JOURNAL OF MEDICAL SYSTEMS, v.43, no.8, 2019-08

13
A MATHEMATICAL FRAMEWORK FOR DEEP LEARNING IN ELASTIC SOURCE IMAGING

Yoo, Jaejun; Wahab, Abdul; Ye, Jong Chul, SIAM JOURNAL ON APPLIED MATHEMATICS, v.78, no.5, pp.2791 - 2818, 2018-11

14
A non-iterative method for the electrical impedance tomography based on joint sparse recovery

Lee, Ok Kyun; Kang, Hyeonbae; Ye, Jong Chul; Lim, Mikyoung, INVERSE PROBLEMS, v.31, no.7, 2015-07

15
A performance comparison of convolutional neural network-based image denoising methods: The effect of loss functions on low-dose CT images

Kim, Byeongjoon; Han, Minah; Shim, Hyunjung; Baek, Jongduk, MEDICAL PHYSICS, v.46, no.9, pp.3906 - 3923, 2019-09

16
A POMDP Approach to Optimizing P300 Speller BCI Paradigm

Park, Jae-Young; Kim, Kee-Eung, IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, v.20, no.4, pp.584 - 594, 2012-07

17
A review of multivariate distributions for count data derived from the Poisson distribution

Inouye, David I.; Yang, Eunho; Allen, Genevera I.; Ravikumar, Pradeep, WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS, v.9, no.3, 2017-05

18
A Scalable and Flexible Repository for Big Sensor Data

Lee, Dongeun; Choi, Jaesik; Shin, Heonshik, IEEE SENSORS JOURNAL, v.15, no.12, pp.7284 - 7294, 2015-12

19
A self-referencing level-set method for image reconstruction from sparse Fourier samples

Ye, Jong Chul, INTERNATIONAL JOURNAL OF COMPUTER VISION, v.50, no.3, pp.253 - 270, 2002-12

20
A Simple Framework for Robust Out-of-Distribution Detection

Hur, Youngbum; Yang, Eunho; Hwang, Sung Ju, IEEE ACCESS, v.10, pp.23086 - 23097, 2022

21
A simple, scalable, and stable explicit rate allocation algorithm for MAX-MIN flow control with minimum rate guarantee

Chong, Song; Lee, SH; Kang, SH, IEEE/ACM TRANSACTIONS ON NETWORKING, v.9, no.3, pp.322 - 335, 2001-06

22
A spatio-temporal pyramid matching for video retrieval

Choi, Jaesik; Wang, Ziyu; Lee, Sang-Chul; Jeon, Won J., COMPUTER VISION AND IMAGE UNDERSTANDING, v.117, no.6, pp.660 - 669, 2013-06

23
A subspace model-based approach to face relighting under unknown lighting and poses

Shim, Hyunjung; Luo, Jiebo; Chen, Tsuhan, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.17, no.8, pp.1331 - 1341, 2008-08

24
A Test Score-Based Approach to Stochastic Submodular Optimization

Shreyas, Sekar; Milan, Vojnovic; Yun, Seyoung, MANAGEMENT SCIENCE, v.67, no.2, pp.1075 - 1092, 2021-02

25
A unified construction for series representations and finite approximations of completely random measures

Lee, Juho; Miscouridou, Xenia; Caron, Francois, BERNOULLI, v.29, no.3, pp.2142 - 2166, 2023-08

26
A Unified Sparse Recovery and Inference Framework for Functional Diffuse Optical Tomography Using Random Effect Model

Lee, Okkyun; Tak, Sungho; Ye, Jong Chul, IEEE TRANSACTIONS ON MEDICAL IMAGING, v.34, no.7, pp.1602 - 1615, 2015-07

27
A unified statistical framework for material decomposition using multienergy photon counting x-ray detectors

Choi, Jiyoung; Kang, Dong-Goo; Kang, Sunghoon; Sung, Younghun; Ye, Jong Chul, MEDICAL PHYSICS, v.40, no.9, 2013-09

28
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

29
Accelerated Cardiac T(2) Mapping using Breath-hold Multiecho Fast Spin-Echo Pulse Sequence with k-t FOCUSS

Feng, Li; Otazo, Ricardo; Jung, Hong; Jensen, Jens H.; Ye, Jong-Chul; Sodickson, Daniel K.; Kim, Daniel, MAGNETIC RESONANCE IN MEDICINE, v.65, no.6, pp.1661 - 1669, 2011-06

30
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

31
Acceleration of MR Parameter Mapping Using Annihilating Filter-Based Low Rank Hankel Matrix (ALOHA)

Lee, Dong Wook; Jin, Kyong Hwan; Kim, Eung Yeop; Park, Sung-Hong; Ye, Jong Chul, MAGNETIC RESONANCE IN MEDICINE, v.76, no.6, pp.1848 - 1864, 2016-12

32
AdaIN-Based Tunable CycleGAN for Efficient Unsupervised Low-Dose CT Denoising

Gu, Jawook; Ye, Jong Chul, IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, v.7, pp.73 - 85, 2021-01

33
Adapting to Unknown Conditions in Learning-Based Mobile Sensing

Gong, Taesik; Kim, Yeonsu; Choi, Ryuhaerang; Shin, Jinwoo; Lee, Sung-Ju, IEEE TRANSACTIONS ON MOBILE COMPUTING, v.21, no.10, pp.3470 - 3485, 2022-10

34
Adaptive and Compressive Beamforming Using Deep Learning for Medical Ultrasound

Khan, Shujaat; Huh, Jaeyoung; Ye, Jong Chul, IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL, v.67, no.8, pp.1558 - 1572, 2020-08

35
Alteration in the local and global functional connectivity of resting state networks in Parkinson’s disease

Ghahremani, Maryam; Yoo, Jaejun; Chung, Sun Ju; Yoo, Kwangsun; Ye, Jong Chul; Jeong, Yong, Journal of Movement Disorders, v.11, no.1, pp.13 - 23, 2018-01

36
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

37
An Improved Particle Filter With a Novel Hybrid Proposal Distribution for Quantitative Analysis of Gold Immunochromatographic Strips

Zeng, Nianyin; Wang, Zidong; Zhang, Hong; Kim, Kee-Eung; Li, Yurong; Liu, Xiaohui, IEEE TRANSACTIONS ON NANOTECHNOLOGY, v.18, pp.819 - 829, 2020-08

38
An Integrative Analysis Program for Two-dimensional Gel Electrophoresis

Dongil Chung; Juhyun Jung; Jaeduck Jang; Jongchul Ye; Jaeseung Jeong; Kwang H. Lee, BIOINFORMATICS AND BIOSYSTEMS, v.1, no.3, pp.146 - 151, 2006-08

39
Annihilating Filter-Based Low-Rank Hankel Matrix Approach for Image Inpainting

Jin, Kyong Hwan; Ye, Jong Chul, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.24, no.11, pp.3498 - 3511, 2015-11

40
APPROXIMATING SPECTRAL SUMS OF LARGE-SCALE MATRICES USING STOCHASTIC CHEBYSHEV APPROXIMATIONS

Han, Insu; Malioutov, Dmitry; Avron, Haim; Shin, Jinwoo, SIAM JOURNAL ON SCIENTIFIC COMPUTING, v.39, no.4, pp.A1558 - A1585, 2017

41
Artificial Intelligence in Health Care: Current Applications and Issues

Park, Chan-Woo; Seo, Sung Wook; Kang, Noeul; Ko, BeomSeok; Choi, Byung Wook; Park, ChangMin; Chang, Dong Kyung; et al, JOURNAL OF KOREAN MEDICAL SCIENCE, v.35, no.42, pp.1 - 11, 2020-11

42
Artificial intelligence-assisted analysis of endoscopic retrograde cholangiopancreatography image for identifying ampulla and difficulty of selective cannulation

Kim, Taesung; Kim, Jinhee; Choi, Hyuk Soon; Kim, Eun Sun; Keum, Bora; Jeen, Yoon Tae; Lee, Hong Sik; et al, SCIENTIFIC REPORTS, v.11, no.1, 2021-04

43
Assessing the importance of magnetic resonance contrasts using collaborative generative adversarial networks

Lee, Dongwook; Moon, Won-Jin; Ye, Jong Chul, Nature Machine Intelligence, v.2, no.1, pp.34 - 42, 2020-01

44
Asymptotic global confidence regions for 3-D parametric shape estimation in inverse problems

Ye, Jong Chul; Moulin, Pierre; Bresler, Yoram, IEEE TRANSACTIONS ON IMAGE PROCESSING, v.15, pp.2904 - 2919, 2006-10

45
Asymptotic global confidence regions in parametric shape estimation problems

Ye, Jong Chul; Bresler, Y; Moulin, P, IEEE TRANSACTIONS ON INFORMATION THEORY, v.46, no.5, pp.1881 - 1895, 2000-08

46
Attention-Based Dropout Layer for Weakly Supervised Single Object Localization and Semantic Segmentation

Choe, Junsuk; Lee, Seungho; Shim, Hyunjung, IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v.43, no.12, pp.4256 - 4271, 2021-12

47
Automatic color realism enhancement for computer generated images

Shim, Hyunjung; Lee, Seungkyu, COMPUTERS & GRAPHICS-UK, v.36, no.8, pp.966 - 973, 2012-12

48
Automatic Detection of Tympanic Membrane and Middle Ear Infection from Oto-Endoscopic Images via Convolutional Neural Networks

Khan, Mohammad Azam; Kwon, Soonwook; Choo, Jaegul; Hong, Seok Min; Kang, Sung Hun; Park, Il-Ho; Kim, Sung Kyun; et al, NEURAL NETWORKS, v.126, pp.384 - 394, 2020-06

49
AxiSketcher: Interactive Nonlinear Axis Mapping of Visualizations through User Drawings

Kwon, Bum Chul; Kim, Hannah; Wall, Emily; Choo, Jaegul; Park, Haesun; Endert, Alex, IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, v.23, no.1, pp.221 - 230, 2017-01

50
Bayesian Optimistic Kullback-Leibler Exploration

Lee, Kang Hoon; Kim, Geon-Hyeong; Ortega, Pedro; Lee, Daniel D.; Kim, Kee-Eung, MACHINE LEARNING, v.108, no.5, pp.765 - 783, 2019-05

51
Benefits of Stochastic Weight Averaging in Developing Neural Network Radiation Scheme for Numerical Weather Prediction

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

52
Beyond Born-Rytov limit for super-resolution optical diffraction tomography

Lim, JooWon; Wahab, Abdul; Park, GwangSik; Lee, Kyeo Reh; Park, Yong Keun; Ye, Jong Chul, OPTICS EXPRESS, v.25, no.24, pp.30445 - 30458, 2017-11

53
BGP 네트워크 데이터 내의 이상징후 감지를 위한 인터랙티브 시각화 분석 기법

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

54
Breaking the Trapping Sets in LDPC Codes: Check Node Removal and Collaborative Decoding

Kang, Soonyoung; Moon, Jaekyun; Ha, Jeongseok; Shin, Jinwoo, IEEE TRANSACTIONS ON COMMUNICATIONS, v.64, no.1, pp.15 - 26, 2016-01

55
Bucket renormalization for approximate inference

Ahn, Sungsoo; Chertkov, Michael; Weller, Adrian; Shin, Jinwoo, JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT, v.2019, no.12, pp.124022, 2019-12

56
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

57
Calibration of Few-Shot Classification Tasks: Mitigating Misconfidence From Distribution Mismatch

Kim, Sungnyun; YUN, SE-YOUNG, IEEE ACCESS, v.10, pp.53894 - 53908, 2022

58
Capacity of interference-limited ad hoc networks with infrastructure support

Cho, JW; Kim, SL; Chong, Song, IEEE COMMUNICATIONS LETTERS, v.10, no.1, pp.16 - 18, 2006-01

59
Capacity, fairness, and queueing performance analysis of opportunistic scheduling with one-bit feedback

Kim, Yoora; Hwang, Ganguk; Chong, Song, COMPUTER COMMUNICATIONS, v.121, pp.19 - 32, 2018-05

60
CarrierMix: How Much Can User-side Carrier Mixing Help?

Lee, Joohyun; Lee, Kyunghan; Kim, Yeongjin; Chong, Song, IEEE TRANSACTIONS ON MOBILE COMPUTING, v.16, no.1, pp.16 - 29, 2017-01

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