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Myungjoo Kang
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2020 – today
- 2025
- [j55]Jaewoong Choi, Geonho Hwang
, Hyunsoo Cho
Analyzing the latent space of GAN through local dimension estimation for disentanglement evaluation. Pattern Recognit. 157: 110914 (2025) - 2024
- [j54]Yesom Park, Changhoon Song, Jooyoung Hahn, Myungjoo Kang:
ReSDF: Redistancing implicit surfaces using neural networks. J. Comput. Phys. 502: 112803 (2024) - [j53]Geonho Hwang, Yesom Park, Yueun Lee, Myungjoo Kang:
Analysis of efficient preconditioner for solving Poisson equation with Dirichlet boundary condition in irregular three-dimensional domains. J. Comput. Phys. 519: 113418 (2024) - [j52]Gregory Holste
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge. Medical Image Anal. 97: 103224 (2024) - [j51]Taeyoung Kim, Myungjoo Kang:
Bounding the Rademacher complexity of Fourier neural operators. Mach. Learn. 113(5): 2467-2498 (2024) - [c18]Yebin Lee, Imseong Park, Myungjoo Kang:
FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model. ACL (1) 2024: 3732-3746 - [c17]Jaemoo Choi, Jaewoong Choi, Myungjoo Kang:
Analyzing and Improving Optimal-Transport-based Adversarial Networks. ICLR 2024 - [c16]Suhwan Choi, Myeongho Jeon, Yeonjung Hwang, Jeonglyul Oh, Sungjun Lim, Joonseok Lee, Myungjoo Kang:
Dictionary Contrastive Learning for Efficient Local Supervision without Auxiliary Networks. ICLR 2024 - [c15]Joonhun Lee, Myeongho Jeon, Myungjoo Kang, Kyunghyun Park:
Feature-aligned N-BEATS with Sinkhorn divergence. ICLR 2024 - [c14]Jaemoo Choi, Jaewoong Choi, Myungjoo Kang:
Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport. ICML 2024 - [i40]Taeyoung Kim, Myungjoo Kang:
Approximating Numerical Fluxes Using Fourier Neural Operators for Hyperbolic Conservation Laws. CoRR abs/2401.01783 (2024) - [i39]Kyungsung Lee, Donggyu Lee, Myungjoo Kang:
Spatial-and-Frequency-aware Restoration method for Images based on Diffusion Models. CoRR abs/2401.17629 (2024) - [i38]Jaemoo Choi, Jaewoong Choi, Myungjoo Kang:
Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport. CoRR abs/2402.05443 (2024) - [i37]Taeyoung Kim, Youngsoo Ha, Myungjoo Kang:
Neural Operators Learn the Local Physics of Magnetohydrodynamics. CoRR abs/2404.16015 (2024) - [i36]Hoin Jung, Hyunsoo Cho, Myungje Choi, Joowon Lee, Jung Ho Park, Myungjoo Kang:
Revealing and Utilizing In-group Favoritism for Graph-based Collaborative Filtering. CoRR abs/2404.17598 (2024) - [i35]Yebin Lee, Imseong Park, Myungjoo Kang:
FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model. CoRR abs/2406.06004 (2024) - [i34]Taeyoung Kim, Myungjoo Kang:
Why Rectified Power Unit Networks Fail and How to Improve It: An Effective Theory Perspective. CoRR abs/2408.02697 (2024) - [i33]Seungcheol Shin, Myungjoo Kang:
Decomposition of one-layer neural networks via the infinite sum of reproducing kernel Banach spaces. CoRR abs/2409.18132 (2024) - [i32]Yesom Park, Changhoon Song, Myungjoo Kang:
Beyond Derivative Pathology of PINNs: Variable Splitting Strategy with Convergence Analysis. CoRR abs/2409.20383 (2024) - [i31]Taekyung Lee, Jaemoo Choi, Jaewoong Choi, Myungjoo Kang:
Unsupervised Point Cloud Completion through Unbalanced Optimal Transport. CoRR abs/2410.02671 (2024) - 2023
- [j50]Hyoje Lee, Yeachan Park
Self-knowledge distillation via dropout. Comput. Vis. Image Underst. 233: 103720 (2023) - [j49]Bongyeong Koo, Han-Soo Choi, Myungjoo Kang:
Aggregation of attention and erasing for weakly supervised object localization. Image Vis. Comput. 129: 104598 (2023) - [j48]Changhoon Song, Geonho Hwang, Junho Lee, Myungjoo Kang:
Minimal Width for Universal Property of Deep RNN. J. Mach. Learn. Res. 24: 121:1-121:41 (2023) - [j47]Jaewoong Choi, Geonho Hwang, Myungjoo Kang
Disentangling the correlated continuous and discrete generative factors of data. Pattern Recognit. 133: 109055 (2023) - [c13]Myeongho Jeon, Myungjoo Kang, Joonseok Lee:
A Unified Framework for Robustness on Diverse Sampling Errors. ICCV 2023: 1464-1472 - [c12]Hyeryeong Seo, Minhyuk Lee, Woojin Cheong, Hyekyung Yoon, Sohyung Kim, Myungjoo Kang:
Enhancing Multi-Label Long-Tailed Classification on Chest X-Rays through ML-GCN Augmentation. ICCV (Workshops) 2023: 2739-2748 - [c11]Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang:
Finding the Global Semantic Representation in GAN through Fréchet Mean. ICLR 2023 - [c10]Myeongho Jeon, Hyoje Lee, Yedarm Seong, Myungjoo Kang:
Learning without Prejudices: Continual Unbiased Learning via Benign and Malignant Forgetting. ICLR 2023 - [c9]Jaemoo Choi, Yesom Park, Myungjoo Kang:
Restoration based Generative Models. ICML 2023: 5787-5816 - [c8]Geonho Hwang, Jaewoong Choi, Hyunsoo Cho, Myungjoo Kang:
MAGANet: Achieving Combinatorial Generalization by Modeling a Group Action. ICML 2023: 14237-14248 - [c7]Jaemoo Choi, Jaewoong Choi, Myungjoo Kang:
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport. NeurIPS 2023 - [c6]Yesom Park, Taekyung Lee, Jooyoung Hahn, Myungjoo Kang:
p-Poisson surface reconstruction in curl-free flow from point clouds. NeurIPS 2023 - [i30]Yesom Park, Jaemoo Choi, Changyeon Yoon, Changhoon Song, Myungjoo Kang:
Learning PDE Solution Operator for Continuous Modeling of Time-Series. CoRR abs/2302.00854 (2023) - [i29]Jaemoo Choi, Yesom Park, Myungjoo Kang:
Restoration based Generative Models. CoRR abs/2303.05456 (2023) - [i28]Yungi Jeong, Eunseok Yang, Jung Hyun Ryu, Imseong Park, Myungjoo Kang:
AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme. CoRR abs/2305.04468 (2023) - [i27]Yesom Park, Changhoon Song, Jooyoung Hahn, Myungjoo Kang:
ReSDF: Redistancing Implicit Surfaces using Neural Networks. CoRR abs/2305.08174 (2023) - [i26]Jaemoo Choi, Jaewoong Choi, Myungjoo Kang:
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport. CoRR abs/2305.14777 (2023) - [i25]Myeongho Jeon, Myungjoo Kang, Joonhun Lee
Feature-aligned N-BEATS with Sinkhorn divergence. CoRR abs/2305.15196 (2023) - [i24]Jaeheyoung Jeon, Jung Hyun Ryu, Jewoong Cho, Myungjoo Kang:
AdaptiveRec: Adaptively Construct Pairs for Contrastive Learning in Sequential Recommendation. CoRR abs/2307.05469 (2023) - [i23]Jung Hyun Ryu, Jaeheyoung Jeon, Jewoong Cho, Myungjoo Kang:
Fisher-Weighted Merge of Contrastive Learning Models in Sequential Recommendation. CoRR abs/2307.05476 (2023) - [i22]Jaemoo Choi, Jaewoong Choi, Myungjoo Kang:
Analyzing and Improving OT-based Adversarial Networks. CoRR abs/2310.02611 (2023) - [i21]Gregory Holste, Yiliang Zhou, Song Wang
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge. CoRR abs/2310.16112 (2023) - [i20]Yesom Park, Taekyung Lee, Jooyoung Hahn, Myungjoo Kang:
p-Poisson surface reconstruction in curl-free flow from point clouds. CoRR abs/2310.20095 (2023) - 2022
- [j46]Han-Soo Choi, Kyungmin Song, Myungjoo Kang, Yongcheol Kim, Kang-Kun Lee, Hanna Choi
Deep learning algorithms for prediction of PM10 dynamics in urban and rural areas of Korea. Earth Sci. Informatics 15(2): 845-853 (2022) - [j45]Hyuntae Cho, Yesom Park, Myungjoo Kang:
Solving incompressible Navier-Stokes equations on irregular domains and quadtrees by monolithic approach. J. Comput. Phys. 463: 111304 (2022) - [j44]Yeachan Park
MCW-Net: Single image deraining with multi-level connections and wide regional non-local blocks. Signal Process. Image Commun. 105: 116701 (2022) - [j43]Hoin Jung, Han-Soo Choi, Myungjoo Kang
Boundary Enhancement Semantic Segmentation for Building Extraction From Remote Sensed Image. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [c5]Myeongho Jeon, Daekyung Kim, Woochul Lee, Myungjoo Kang, Joonseok Lee:
A Conservative Approach for Unbiased Learning on Unknown Biases. CVPR 2022: 16731-16739 - [c4]Jaewoong Choi, Junho Lee, Changyeon Yoon, Jung Ho Park, Geonho Hwang, Myungjoo Kang:
Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs. ICLR 2022 - [i19]Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang:
Analyzing the Latent Space of GAN through Local Dimension Estimation. CoRR abs/2205.13182 (2022) - [i18]Hyoje Lee, Yeachan Park, Hyun Seo, Myungjoo Kang:
Self-Knowledge Distillation via Dropout. CoRR abs/2208.05642 (2022) - [i17]Taeyoung Kim, Myungjoo Kang:
Bounding the Rademacher Complexity of Fourier Neural Operators. CoRR abs/2209.05150 (2022) - [i16]Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang:
Finding the global semantic representation in GAN through Frechet Mean. CoRR abs/2210.05509 (2022) - [i15]Geonho Hwang, Myungjoo Kang:
Universal Property of Convolutional Neural Networks. CoRR abs/2211.09983 (2022) - [i14]Changhoon Song, Geonho Hwang, Junho Lee, Myungjoo Kang:
Minimal Width for Universal Property of Deep RNN. CoRR abs/2211.13866 (2022) - 2021
- [j42]Hyeonuk Kim, Kyunghyun Park
Candidate point selection using a self-attention mechanism for generating a smooth volatility surface under the SABR model. Expert Syst. Appl. 173: 114640 (2021) - [j41]Hyuntae Cho, Myungjoo Kang:
Fully implicit and accurate treatment of jump conditions for two-phase incompressible Navier-Stokes equations. J. Comput. Phys. 445: 110587 (2021) - [j40]Bongyeong Koo, Han-Soo Choi, Myungjoo Kang:
Simple feature pyramid network for weakly supervised object localization using multi-scale information. Multidimens. Syst. Signal Process. 32(4): 1185-1197 (2021) - [j39]Kyungmin Song, Han-Soo Choi, Myungjoo Kang:
Squeezed fire binary segmentation model using convolutional neural network for outdoor images on embedded device. Mach. Vis. Appl. 32(6): 120 (2021) - [j38]Hyomin Ahn, Myungjoo Kang:
Dynamic background subtraction with masked RPCA. Signal Image Video Process. 15(3): 467-474 (2021) - [c3]Sungkwon An, Hyungmin Roh, Myungjoo Kang:
Blur Invariant Kernel-Adaptive Network for Single Image Blind Deblurring. ICME 2021: 1-6 - [i13]Sungkwon An, Jeonghoon Kim, Myungjoo Kang, Shahbaz Razaei, Xin Liu:
OAAE: Adversarial Autoencoders for Novelty Detection in Multi-modal Normality Case via Orthogonalized Latent Space. CoRR abs/2101.02358 (2021) - [i12]Hyungmin Roh, Myungjoo Kang:
High-Frequency aware Perceptual Image Enhancement. CoRR abs/2105.11711 (2021) - [i11]Jaewoong Choi, Changyeon Yoon, Junho Lee, Jung Ho Park, Geonho Hwang, Myungjoo Kang:
Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs. CoRR abs/2106.06959 (2021) - [i10]Jaemoo Choi, Changyeon Yoon, Jeongwoo Bae, Myungjoo Kang:
Robust Out-of-Distribution Detection on Deep Probabilistic Generative Models. CoRR abs/2106.07903 (2021) - [i9]Hyuntae Cho, Yesom Park, Myungjoo Kang:
Solving incompressible Navier-Stokes equations on irregular domains and quadtrees by monolithic approach. CoRR abs/2108.12073 (2021) - 2020
- [j37]Geonwoo Kim, Junghee Cho, Myungjoo Kang:
Cauchy Noise Removal by Weighted Nuclear Norm Minimization. J. Sci. Comput. 83(1): 15 (2020) - [j36]Sangwon Lee, Myungjoo Kang:
Group Sparse Representation for Restoring Blurred Images with Cauchy Noise. J. Sci. Comput. 83(3): 41 (2020) - [c2]Abdelrahman Abdelhamed
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. CVPR Workshops 2020: 2077-2088 - [i8]Yeachan Park, Myungjoo Kang:
Membership Inference Attacks Against Object Detection Models. CoRR abs/2001.04011 (2020) - [i7]Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte, Michael S. Brown, Yun Cao, Zhilu Zhang
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. CoRR abs/2005.04117 (2020) - [i6]Hyuntae Cho, Yesom Park, Myungjoo Kang:
A second-order accurate semi-Lagrangian method for convection-diffusion equations with interfacial jumps. CoRR abs/2005.13717 (2020) - [i5]Hyuntae Cho, Myungjoo Kang:
Fully implicit and accurate treatment of jump conditions for two-phase incompressible Navier-Stokes equation. CoRR abs/2005.13724 (2020) - [i4]Sungkwon An, Hyungmin Roh, Myungjoo Kang:
Long-Term Residual Blending Network for Blur Invariant Single Image Blind deblurring. CoRR abs/2007.04543 (2020) - [i3]Jaewoong Choi, Geonho Hwang, Myungjoo Kang:
Discond-VAE: Disentangling Continuous Factors from the Discrete. CoRR abs/2009.08039 (2020) - [i2]Yeachan Park, Myeongho Jeon, Junho Lee, Myungjoo Kang:
MARA-Net: Single Image Deraining Network with Multi-level connection and Adaptive Regional Attention. CoRR abs/2009.13990 (2020)
2010 – 2019
- 2019
- [j35]Han-Soo Choi, Keunhoi An, Myungjoo Kang:
Regression with residual neural network for vanishing point detection. Image Vis. Comput. 91 (2019) - [j34]Hyeonuk Kim, Heejae Han, Dalhyeon Gwon, Myungjoo Kang:
High order face-offsetting method for interface tracking problem using WENO schemes. J. Comput. Phys. 376: 863-893 (2019) - [j33]Hyuntae Cho, Heejae Han, Byungjoon Lee
A Second-Order Boundary Condition Capturing Method for Solving the Elliptic Interface Problems on Irregular Domains. J. Sci. Comput. 81(1): 217-251 (2019) - [j32]Myeongmin Kang
Sparse representation based image deblurring model under random-valued impulse noise. Multidimens. Syst. Signal Process. 30(3): 1063-1092 (2019) - [c1]Jaewoong Choi, Hyun Seo, Suii Im, Myungjoo Kang:
Attention Routing Between Capsules. ICCV Workshops 2019: 1981-1989 - [i1]Sangyeon Kim, Myungjoo Kang:
Financial series prediction using Attention LSTM. CoRR abs/1902.10877 (2019) - 2018
- [j31]Myeongmin Kang
Higher-order regularization based image restoration with automatic regularization parameter selection. Comput. Math. Appl. 76(1): 58-80 (2018) - [j30]Hanwool Na, Myeongmin Kang
An Exp Model with Spatially Adaptive Regularization Parameters for Multiplicative Noise Removal. J. Sci. Comput. 75(1): 478-509 (2018) - [j29]Myeongmin Kang
Image Colorization Based on a Generalization of the Low Dimensional Manifold Model. J. Sci. Comput. 77(2): 911-935 (2018) - [j28]Myeongmin Kang
Rician denoising and deblurring using sparse representation prior and nonconvex total variation. J. Vis. Commun. Image Represent. 54: 80-99 (2018) - 2017
- [j27]Myungjoo Kang, Junkee Jeon, Heejae Han, Somin Lee:
Analytic solution for American strangle options using Laplace-Carson transforms. Commun. Nonlinear Sci. Numer. Simul. 47: 292-307 (2017) - [j26]Junkee Jeon, Heejae Han, Myungjoo Kang:
Valuing American floating strike lookback option and Neumann problem for inhomogeneous Black-Scholes equation. J. Comput. Appl. Math. 313: 218-234 (2017) - [j25]Junkee Jeon, Ji-Hun Yoon, Myungjoo Kang:
Pricing vulnerable path-dependent options using integral transforms. J. Comput. Appl. Math. 313: 259-272 (2017) - [j24]Byungjoon Lee
Revisiting the redistancing problem using the Hopf-Lax formula. J. Comput. Phys. 330: 268-281 (2017) - [j23]Seongju Do
Wavelet-based adaptation methodology combined with finite difference WENO to solve ideal magnetohydrodynamics. J. Comput. Phys. 339: 482-499 (2017) - [j22]Myeongmin Kang
Total Generalized Variation Based Denoising Models for Ultrasound Images. J. Sci. Comput. 72(1): 172-197 (2017) - 2016
- [j21]Junkee Jeon
Valuing vulnerable geometric Asian options. Comput. Math. Appl. 71(2): 676-691 (2016) - [j20]Junkee Jeon, Heejae Han, Hyeonuk Kim, Myungjoo Kang:
An integral equation representation approach for valuing Russian options with a finite time horizon. Commun. Nonlinear Sci. Numer. Simul. 36: 496-516 (2016) - [j19]Byungjoon Lee
Full 3D Simulations of Two-Phase Core-Annular Flow in Horizontal Pipe Using Level Set Method. J. Sci. Comput. 66(3): 1025-1051 (2016) - [j18]Miyoun Jung
Variational Image Colorization Models Using Higher-Order Mumford-Shah Regularizers. J. Sci. Comput. 68(2): 864-888 (2016) - [j17]Seongju Do
Application of a Multi-dimensional Limiting Process to Central-Upwind Schemes for Solving Hyperbolic Systems of Conservation Laws. J. Sci. Comput. 69(1): 274-291 (2016) - 2015
- [j16]Myeongmin Kang
Inexact accelerated augmented Lagrangian methods. Comput. Optim. Appl. 62(2): 373-404 (2015) - [j15]Miyoun Jung
Efficient Nonsmooth Nonconvex Optimization for Image Restoration and Segmentation. J. Sci. Comput. 62(2): 336-370 (2015) - [j14]Seungmi Oh, Myungjoo Kang:
Image Decomposition using a Local Gradient Constraint. J. Sci. Comput. 63(1): 213-232 (2015) - [j13]Myeongmin Kang
Nonconvex higher-order regularization based Rician noise removal with spatially adaptive parameters. J. Vis. Commun. Image Represent. 32: 180-193 (2015) - [j12]Miyoun Jung
Simultaneous Cartoon and Texture Image Restoration with Higher-Order Regularization. SIAM J. Imaging Sci. 8(1): 721-756 (2015) - 2014
- [j11]Miyoun Jung
Variational Image Segmentation Models Involving Non-smooth Data-Fidelity Terms. J. Sci. Comput. 59(2): 277-308 (2014) - [j10]Thuy Nguyen, Kyungmin Song, Yury Tsoy, Jin Kim, Yong-Jun Kwon, Myungjoo Kang, Michael Edberg Hansen:
Robust dose-response curve estimation applied to high content screening data analysis. Source Code Biol. Medicine 9: 27 (2014) - 2013
- [j9]Youngsoo Ha, Changho Kim, Myungjoo Kang:
Simulations of Supersonic Astrophysical Jets and Their Environments Using Level Set Methods. J. Sci. Comput. 54(2-3): 414-427 (2013) - [j8]Myeongmin Kang
Accelerated Bregman Method for Linearly Constrained ℓ1-ℓ2 Minimization. J. Sci. Comput. 56(3): 515-534 (2013) - [j7]Seungmi Oh, Hyenkyun Woo, Sangwoon Yun, Myungjoo Kang:
Non-convex hybrid total variation for image denoising. J. Vis. Commun. Image Represent. 24(3): 332-344 (2013) - [j6]Myungjoo Kang, Sangwoon Yun, Hyenkyun Woo:
Two-Level Convex Relaxed Variational Model for Multiplicative Denoising. SIAM J. Imaging Sci. 6(2): 875-903 (2013) - 2012
- [j5]Sunhee Kim, Myungjoo Kang:
Multiple-Region Segmentation Without Supervision by Adaptive Global Maximum Clustering. IEEE Trans. Image Process. 21(4): 1600-1612 (2012)
2000 – 2009
- 2007
- [j4]Jeong-Mo Hong, Tamar Shinar
On Boundary Condition Capturing for Multiphase Interfaces. J. Sci. Comput. 31(1-2): 99-125 (2007) - [j3]Myungjoo Kang, Hyeseon Shim, Stanley J. Osher:
Level Set Based Simulations of Two-Phase Oil-Water Flows in Pipes. J. Sci. Comput. 31(1-2): 153-184 (2007) - 2000
- [j2]Hong-Kai Zhao, Stanley J. Osher, Barry Merriman, Myungjoo Kang:
Implicit and Nonparametric Shape Reconstruction from Unorganized Data Using a Variational Level Set Method. Comput. Vis. Image Underst. 80(3): 295-314 (2000) - [j1]Myungjoo Kang, Ronald Fedkiw, Xu-Dong Liu:
A Boundary Condition Capturing Method for Multiphase Incompressible Flow. J. Sci. Comput. 15(3): 323-360 (2000)
Coauthor Index
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