Myungjoo Kang

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 90

Top Venues

Publications

Kyungsung Lee, Donggyu Lee, Myungjoo Kang
Spatial-and-Frequency-aware Restoration method for Images based on Diffusion Models. CoRR (2024)
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)
Jaemoo Choi, Jaewoong Choi, Myungjoo Kang
Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport. CoRR (2024)
Taeyoung Kim, Myungjoo Kang
Approximating Numerical Flux by Fourier Neural Operators for the Hyperbolic Conservation Laws. CoRR (2024)
Taeyoung Kim, Youngsoo Ha, Myungjoo Kang
Neural Operators Learn the Local Physics of Magnetohydrodynamics. CoRR (2024)
Yesom Park, Changhoon Song, Jooyoung Hahn, Myungjoo Kang
ReSDF: Redistancing implicit surfaces using neural networks. J. Comput. Phys. 502 (2024)
Joonhun Lee, Myeongho Jeon, Myungjoo Kang, Kyunghyun Park
Feature-aligned N-BEATS with Sinkhorn divergence. ICLR (2024)
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 (2024)
Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M. Summers, George Shih, Zhangyang Wang, Yifan Peng
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge. Medical Image Anal. 97 (2024)
Taeyoung Kim, Myungjoo Kang
Bounding the Rademacher complexity of Fourier neural operators. Mach. Learn. 113 (5) (2024)
Yebin Lee, Imseong Park, Myungjoo Kang
FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model. ACL (1) (2024)
Yebin Lee, Imseong Park, Myungjoo Kang
FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model. CoRR (2024)
Jaemoo Choi, Jaewoong Choi, Myungjoo Kang
Analyzing and Improving Optimal-Transport-based Adversarial Networks. ICLR (2024)
Yesom Park, Taekyung Lee, Jooyoung Hahn, Myungjoo Kang
p-Poisson surface reconstruction in curl-free flow from point clouds. NeurIPS (2023)
Myeongho Jeon, Hyoje Lee, Yedarm Seong, Myungjoo Kang
Learning without Prejudices: Continual Unbiased Learning via Benign and Malignant Forgetting. ICLR (2023)
Jaemoo Choi, Yesom Park, Myungjoo Kang
Restoration based Generative Models. ICML (2023)
Bongyeong Koo, Han-Soo Choi, Myungjoo Kang
Aggregation of attention and erasing for weakly supervised object localization. Image Vis. Comput. 129 (2023)
Myeongho Jeon, Myungjoo Kang, Joonhun Lee, Kyunghyun Park
Feature-aligned N-BEATS with Sinkhorn divergence. CoRR (2023)
Jaewoong Choi, Geonho Hwang, Myungjoo Kang
Disentangling the correlated continuous and discrete generative factors of data. Pattern Recognit. 133 (2023)
Jung Hyun Ryu, Jaeheyoung Jeon, Jewoong Cho, Myungjoo Kang
Fisher-Weighted Merge of Contrastive Learning Models in Sequential Recommendation. CoRR (2023)
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)
Jaemoo Choi, Yesom Park, Myungjoo Kang
Restoration based Generative Models. CoRR (2023)
Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang
Finding the Global Semantic Representation in GAN through Fréchet Mean. ICLR (2023)
Yesom Park, Taekyung Lee, Jooyoung Hahn, Myungjoo Kang
p-Poisson surface reconstruction in curl-free flow from point clouds. CoRR (2023)
Jaemoo Choi, Jaewoong Choi, Myungjoo Kang
Analyzing and Improving OT-based Adversarial Networks. CoRR (2023)
Jaeheyoung Jeon, Jung Hyun Ryu, Jewoong Cho, Myungjoo Kang
AdaptiveRec: Adaptively Construct Pairs for Contrastive Learning in Sequential Recommendation. CoRR (2023)
Jaemoo Choi, Jaewoong Choi, Myungjoo Kang
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport. CoRR (2023)
Changhoon Song, Geonho Hwang, Junho Lee, Myungjoo Kang
Minimal Width for Universal Property of Deep RNN. J. Mach. Learn. Res. 24 (2023)
Geonho Hwang, Jaewoong Choi, Hyunsoo Cho, Myungjoo Kang
MAGANet: Achieving Combinatorial Generalization by Modeling a Group Action. ICML (2023)
Gregory Holste, Yiliang Zhou, Song Wang, Ajay Jaiswal, Mingquan Lin, Sherry Zhuge, Yuzhe Yang, Dongkyun Kim, Trong-Hieu Nguyen Mau, Minh-Triet Tran, Jaehyup Jeong, Wongi Park, Jongbin Ryu, Feng Hong, Arsh Verma, Yosuke Yamagishi, Changhyun Kim, Hyeryeong Seo, Myungjoo Kang, Leo Anthony Celi, Zhiyong Lu, Ronald M. Summers, George Shih, Zhangyang Wang, Yifan Peng
Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge. CoRR (2023)
Hyoje Lee, Yeachan Park, Hyun Seo, Myungjoo Kang
Self-knowledge distillation via dropout. Comput. Vis. Image Underst. 233 (2023)
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 (2023)
Jaemoo Choi, Jaewoong Choi, Myungjoo Kang
Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport. NeurIPS (2023)
Myeongho Jeon, Myungjoo Kang, Joonseok Lee
A Unified Framework for Robustness on Diverse Sampling Errors. ICCV (2023)
Yesom Park, Jaemoo Choi, Changyeon Yoon, Changhoon Song, Myungjoo Kang
Learning PDE Solution Operator for Continuous Modeling of Time-Series. CoRR (2023)
Yesom Park, Changhoon Song, Jooyoung Hahn, Myungjoo Kang
ReSDF: Redistancing Implicit Surfaces using Neural Networks. CoRR (2023)
Yeachan Park, Myeongho Jeon, Junho Lee, Myungjoo Kang
MCW-Net: Single image deraining with multi-level connections and wide regional non-local blocks. Signal Process. Image Commun. 105 (2022)
Han-Soo Choi, Kyungmin Song, Myungjoo Kang, Yongcheol Kim, Kang-Kun Lee, Hanna Choi
dynamics in urban and rural areas of Korea. Earth Sci. Informatics 15 (2) (2022)
Changhoon Song, Geonho Hwang, Junho Lee, Myungjoo Kang
Minimal Width for Universal Property of Deep RNN. CoRR (2022)
Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang
Analyzing the Latent Space of GAN through Local Dimension Estimation. CoRR (2022)
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)
Hoin Jung, Han-Soo Choi, Myungjoo Kang
Boundary Enhancement Semantic Segmentation for Building Extraction From Remote Sensed Image. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Myeongho Jeon, Daekyung Kim, Woochul Lee, Myungjoo Kang, Joonseok Lee
A Conservative Approach for Unbiased Learning on Unknown Biases. CVPR (2022)
Hyoje Lee, Yeachan Park, Hyun Seo, Myungjoo Kang
Self-Knowledge Distillation via Dropout. CoRR (2022)
Geonho Hwang, Myungjoo Kang
Universal Property of Convolutional Neural Networks. CoRR (2022)
Taeyoung Kim, Myungjoo Kang
Bounding the Rademacher Complexity of Fourier Neural Operators. CoRR (2022)
Jaewoong Choi, Geonho Hwang, Hyunsoo Cho, Myungjoo Kang
Finding the global semantic representation in GAN through Frechet Mean. CoRR (2022)
Hyuntae Cho, Yesom Park, Myungjoo Kang
Solving incompressible Navier-Stokes equations on irregular domains and quadtrees by monolithic approach. J. Comput. Phys. 463 (2022)
Jaemoo Choi, Changyeon Yoon, Jeongwoo Bae, Myungjoo Kang
Robust Out-of-Distribution Detection on Deep Probabilistic Generative Models. CoRR (2021)
Hyeonuk Kim, Kyunghyun Park, Junkee Jeon, Changhoon Song, Jungwoo Bae, Yongsik Kim, Myungjoo Kang
Candidate point selection using a self-attention mechanism for generating a smooth volatility surface under the SABR model. Expert Syst. Appl. 173 (2021)
Sungkwon An, Hyungmin Roh, Myungjoo Kang
Blur Invariant Kernel-Adaptive Network for Single Image Blind Deblurring. ICME (2021)
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) (2021)
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) (2021)
Hyuntae Cho, Myungjoo Kang
Fully implicit and accurate treatment of jump conditions for two-phase incompressible Navier-Stokes equations. J. Comput. Phys. 445 (2021)
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 (2021)
Hyungmin Roh, Myungjoo Kang
High-Frequency aware Perceptual Image Enhancement. CoRR (2021)
Hyuntae Cho, Yesom Park, Myungjoo Kang
Solving incompressible Navier-Stokes equations on irregular domains and quadtrees by monolithic approach. CoRR (2021)
Hyomin Ahn, Myungjoo Kang
Dynamic background subtraction with masked RPCA. Signal Image Video Process. 15 (3) (2021)
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 (2021)
Sungkwon An, Hyungmin Roh, Myungjoo Kang
Long-Term Residual Blending Network for Blur Invariant Single Image Blind deblurring. CoRR (2020)
Geonwoo Kim, Junghee Cho, Myungjoo Kang
Cauchy Noise Removal by Weighted Nuclear Norm Minimization. J. Sci. Comput. 83 (1) (2020)
Yeachan Park, Myeongho Jeon, Junho Lee, Myungjoo Kang
MARA-Net: Single Image Deraining Network with Multi-level connection and Adaptive Regional Attention. CoRR (2020)
Jaewoong Choi, Geonho Hwang, Myungjoo Kang
Discond-VAE: Disentangling Continuous Factors from the Discrete. CoRR (2020)
Hyuntae Cho, Yesom Park, Myungjoo Kang
A second-order accurate semi-Lagrangian method for convection-diffusion equations with interfacial jumps. CoRR (2020)
Sangwon Lee, Myungjoo Kang
Group Sparse Representation for Restoring Blurred Images with Cauchy Noise. J. Sci. Comput. 83 (3) (2020)
Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte, Michael S. Brown, Yun Cao, Zhilu Zhang, Wangmeng Zuo, Xiaoling Zhang, Jiye Liu, Wendong Chen, Changyuan Wen, Meng Liu, Shuailin Lv, Yunchao Zhang, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Xiyu Yu, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Songhyun Yu, Bumjun Park, Jechang Jeong, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Zengli Yang, Long Bao, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, Youngjung Kim, Kyeongha Rho, Changyeop Shin, Sungho Kim, Pengliang Tang, Yiyun Zhao, Yuqian Zhou, Yuchen Fan, Thomas S. Huang, Zhihao Li, Nisarg A. Shah, Wei Liu, Qiong Yan, Yuzhi Zhao, Marcin Mozejko, Tomasz Latkowski, Lukasz Treszczotko, Michal Szafraniuk, Krzysztof Trojanowski, Yanhong Wu, Pablo Navarrete Michelini, Fengshuo Hu, Yunhua Lu, Sujin Kim, Wonjin Kim, Jaayeon Lee, Jang-Hwan Choi, Magauiya Zhussip, Azamat Khassenov, Jong Hyun Kim, Hwechul Cho, Priya Kansal, Sabari Nathan, Zhangyu Ye, Xiwen Lu, Yaqi Wu, Jiangxin Yang, Yanlong Cao, Siliang Tang, Yanpeng Cao, Matteo Maggioni, Ioannis Marras, Thomas Tanay, Gregory G. Slabaugh, Youliang Yan, Myungjoo Kang, Han-Soo Choi, Kyungmin Song, Shusong Xu, Xiaomu Lu, Tingniao Wang, Chunxia Lei, Bin Liu, Rajat Gupta, Vineet Kumar
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. CoRR (2020)
Yeachan Park, Myungjoo Kang
Membership Inference Attacks Against Object Detection Models. CoRR (2020)
Abdelrahman Abdelhamed, Mahmoud Afifi, Radu Timofte, Michael S. Brown, Yue Cao, Zhilu Zhang, Wangmeng Zuo, Xiaoling Zhang, Jiye Liu, Wendong Chen, Changyuan Wen, Meng Liu, Shuailin Lv, Yunchao Zhang, Zhihong Pan, Baopu Li, Teng Xi, Yanwen Fan, Xiyu Yu, Gang Zhang, Jingtuo Liu, Junyu Han, Errui Ding, Songhyun Yu, Bumjun Park, Jechang Jeong, Shuai Liu, Ziyao Zong, Nan Nan, Chenghua Li, Zengli Yang, Long Bao, Shuangquan Wang, Dongwoon Bai, Jungwon Lee, Youngjung Kim, Kyeongha Rho, Changyeop Shin, Sungho Kim, Pengliang Tang, Yiyun Zhao, Yuqian Zhou, Yuchen Fan, Thomas S. Huang, Zhihao Li, Nisarg A. Shah, Wei Liu, Qiong Yan, Yuzhi Zhao, Marcin Mozejko, Tomasz Latkowski, Lukasz Treszczotko, Michal Szafraniuk, Krzysztof Trojanowski, Yanhong Wu, Pablo Navarrete Michelini, Fengshuo Hu, Yunhua Lu, Sujin Kim, Wonjin Kim, Jaayeon Lee, Jang-Hwan Choi, Magauiya Zhussip, Azamat Khassenov, Jong Hyun Kim, Hwechul Cho, Priya Kansal, Sabari Nathan, Zhangyu Ye, Xiwen Lu, Yaqi Wu, Jiangxin Yang, Yanlong Cao, Siliang Tang, Yanpeng Cao, Matteo Maggioni, Ioannis Marras, Thomas Tanay, Gregory G. Slabaugh, Youliang Yan, Myungjoo Kang, Han-Soo Choi, Kyungmin Song, Shusong Xu, Xiaomu Lu, Tingniao Wang, Chunxia Lei, Bin Liu, Rajat Gupta, Vineet Kumar
NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results. CVPR Workshops (2020)
Hyuntae Cho, Myungjoo Kang
Fully implicit and accurate treatment of jump conditions for two-phase incompressible Navier-Stokes equation. CoRR (2020)
Han-Soo Choi, Keunhoi An, Myungjoo Kang
Regression with residual neural network for vanishing point detection. Image Vis. Comput. 91 (2019)
Sangyeon Kim, Myungjoo Kang
Financial series prediction using Attention LSTM. CoRR (2019)
Hyeonuk Kim, Heejae Han, Dalhyeon Gwon, Myungjoo Kang
High order face-offsetting method for interface tracking problem using WENO schemes. J. Comput. Phys. 376 (2019)
Myeongmin Kang, Myungjoo Kang, Miyoun Jung
Sparse representation based image deblurring model under random-valued impulse noise. Multidimens. Syst. Signal Process. 30 (3) (2019)
Hyuntae Cho, Heejae Han, Byungjoon Lee, Youngsoo Ha, Myungjoo Kang
A Second-Order Boundary Condition Capturing Method for Solving the Elliptic Interface Problems on Irregular Domains. J. Sci. Comput. 81 (1) (2019)
Jaewoong Choi, Hyun Seo, Suii Im, Myungjoo Kang
Attention Routing Between Capsules. ICCV Workshops (2019)
Myeongmin Kang, Miyoun Jung, Myungjoo Kang
Higher-order regularization based image restoration with automatic regularization parameter selection. Comput. Math. Appl. 76 (1) (2018)
Myeongmin Kang, Miyoun Jung, Myungjoo Kang
Rician denoising and deblurring using sparse representation prior and nonconvex total variation. J. Vis. Commun. Image Represent. 54 (2018)
Hanwool Na, Myeongmin Kang, Miyoun Jung, Myungjoo Kang
An Exp Model with Spatially Adaptive Regularization Parameters for Multiplicative Noise Removal. J. Sci. Comput. 75 (1) (2018)
Myeongmin Kang, Myungjoo Kang, Miyoun Jung
Image Colorization Based on a Generalization of the Low Dimensional Manifold Model. J. Sci. Comput. 77 (2) (2018)
Byungjoon Lee, Jérôme Darbon, Stanley J. Osher, Myungjoo Kang
Revisiting the redistancing problem using the Hopf-Lax formula. J. Comput. Phys. 330 (2017)
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 (2017)
Myeongmin Kang, Myungjoo Kang, Miyoun Jung
Total Generalized Variation Based Denoising Models for Ultrasound Images. J. Sci. Comput. 72 (1) (2017)
Junkee Jeon, Ji-Hun Yoon, Myungjoo Kang
Pricing vulnerable path-dependent options using integral transforms. J. Comput. Appl. Math. 313 (2017)
Myungjoo Kang, Junkee Jeon, Heejae Han, Somin Lee
Analytic solution for American strangle options using Laplace-Carson transforms. Commun. Nonlinear Sci. Numer. Simul. 47 (2017)
Seongju Do, Haojun Li, Myungjoo Kang
Wavelet-based adaptation methodology combined with finite difference WENO to solve ideal magnetohydrodynamics. J. Comput. Phys. 339 (2017)
Miyoun Jung, Myungjoo Kang
Variational Image Colorization Models Using Higher-Order Mumford-Shah Regularizers. J. Sci. Comput. 68 (2) (2016)
Seongju Do, Youngsoo Ha, Myungjoo Kang, Changho Kim
Application of a Multi-dimensional Limiting Process to Central-Upwind Schemes for Solving Hyperbolic Systems of Conservation Laws. J. Sci. Comput. 69 (1) (2016)
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 (2016)
Junkee Jeon, Ji-Hun Yoon, Myungjoo Kang
Valuing vulnerable geometric Asian options. Comput. Math. Appl. 71 (2) (2016)
Byungjoon Lee, Myungjoo Kang
Full 3D Simulations of Two-Phase Core-Annular Flow in Horizontal Pipe Using Level Set Method. J. Sci. Comput. 66 (3) (2016)
Miyoun Jung, Myungjoo Kang
Efficient Nonsmooth Nonconvex Optimization for Image Restoration and Segmentation. J. Sci. Comput. 62 (2) (2015)
Myeongmin Kang, Myungjoo Kang, Miyoun Jung
Nonconvex higher-order regularization based Rician noise removal with spatially adaptive parameters. J. Vis. Commun. Image Represent. 32 (2015)
Seungmi Oh, Myungjoo Kang
Image Decomposition using a Local Gradient Constraint. J. Sci. Comput. 63 (1) (2015)
Miyoun Jung, Myungjoo Kang
Simultaneous Cartoon and Texture Image Restoration with Higher-Order Regularization. SIAM J. Imaging Sci. 8 (1) (2015)
Myeongmin Kang, Myungjoo Kang, Miyoun Jung
Inexact accelerated augmented Lagrangian methods. Comput. Optim. Appl. 62 (2) (2015)
Miyoun Jung, Myeongmin Kang, Myungjoo Kang
Variational Image Segmentation Models Involving Non-smooth Data-Fidelity Terms. J. Sci. Comput. 59 (2) (2014)
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 (2014)
Myungjoo Kang, Sangwoon Yun, Hyenkyun Woo
Two-Level Convex Relaxed Variational Model for Multiplicative Denoising. SIAM J. Imaging Sci. 6 (2) (2013)
Myeongmin Kang, Sangwoon Yun, Hyenkyun Woo, Myungjoo Kang
Minimization. J. Sci. Comput. 56 (3) (2013)
Youngsoo Ha, Changho Kim, Myungjoo Kang
Simulations of Supersonic Astrophysical Jets and Their Environments Using Level Set Methods. J. Sci. Comput. 54 (2-3) (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Myungjoo Kang