Myungjoo Kang

Orcid: 0000-0002-8064-7167

According to our database1, Myungjoo Kang authored at least 88 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport.
CoRR, 2024

Spatial-and-Frequency-aware Restoration method for Images based on Diffusion Models.
CoRR, 2024

Approximating Numerical Fluxes Using Fourier Neural Operators for Hyperbolic Conservation Laws.
CoRR, 2024

2023
Self-knowledge distillation via dropout.
Comput. Vis. Image Underst., August, 2023

Disentangling the correlated continuous and discrete generative factors of data.
Pattern Recognit., 2023

Minimal Width for Universal Property of Deep RNN.
J. Mach. Learn. Res., 2023

Aggregation of attention and erasing for weakly supervised object localization.
Image Vis. Comput., 2023

Towards long-tailed, multi-label disease classification from chest X-ray: Overview of the CXR-LT challenge.
CoRR, 2023

Analyzing and Improving OT-based Adversarial Networks.
CoRR, 2023

Fisher-Weighted Merge of Contrastive Learning Models in Sequential Recommendation.
CoRR, 2023

AdaptiveRec: Adaptively Construct Pairs for Contrastive Learning in Sequential Recommendation.
CoRR, 2023

Feature-aligned N-BEATS with Sinkhorn divergence.
CoRR, 2023

ReSDF: Redistancing Implicit Surfaces using Neural Networks.
CoRR, 2023

AnomalyBERT: Self-Supervised Transformer for Time Series Anomaly Detection using Data Degradation Scheme.
CoRR, 2023

Learning PDE Solution Operator for Continuous Modeling of Time-Series.
CoRR, 2023

p-Poisson surface reconstruction in curl-free flow from point clouds.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Generative Modeling through the Semi-dual Formulation of Unbalanced Optimal Transport.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

MAGANet: Achieving Combinatorial Generalization by Modeling a Group Action.
Proceedings of the International Conference on Machine Learning, 2023

Restoration based Generative Models.
Proceedings of the International Conference on Machine Learning, 2023

Learning without Prejudices: Continual Unbiased Learning via Benign and Malignant Forgetting.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Finding the Global Semantic Representation in GAN through Fréchet Mean.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Enhancing Multi-Label Long-Tailed Classification on Chest X-Rays through ML-GCN Augmentation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Unified Framework for Robustness on Diverse Sampling Errors.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Boundary Enhancement Semantic Segmentation for Building Extraction From Remote Sensed Image.
IEEE Trans. Geosci. Remote. Sens., 2022

MCW-Net: Single image deraining with multi-level connections and wide regional non-local blocks.
Signal Process. Image Commun., 2022

Solving incompressible Navier-Stokes equations on irregular domains and quadtrees by monolithic approach.
J. Comput. Phys., 2022

Deep learning algorithms for prediction of PM<sub>10</sub> dynamics in urban and rural areas of Korea.
Earth Sci. Informatics, 2022

Universal Property of Convolutional Neural Networks.
CoRR, 2022

Bounding the Rademacher Complexity of Fourier Neural Operators.
CoRR, 2022

Analyzing the Latent Space of GAN through Local Dimension Estimation.
CoRR, 2022

Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs.
Proceedings of the Tenth International Conference on Learning Representations, 2022

A Conservative Approach for Unbiased Learning on Unknown Biases.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Dynamic background subtraction with masked RPCA.
Signal Image Video Process., 2021

Squeezed fire binary segmentation model using convolutional neural network for outdoor images on embedded device.
Mach. Vis. Appl., 2021

Simple feature pyramid network for weakly supervised object localization using multi-scale information.
Multidimens. Syst. Signal Process., 2021

Fully implicit and accurate treatment of jump conditions for two-phase incompressible Navier-Stokes equations.
J. Comput. Phys., 2021

Candidate point selection using a self-attention mechanism for generating a smooth volatility surface under the SABR model.
Expert Syst. Appl., 2021

Robust Out-of-Distribution Detection on Deep Probabilistic Generative Models.
CoRR, 2021

High-Frequency aware Perceptual Image Enhancement.
CoRR, 2021

OAAE: Adversarial Autoencoders for Novelty Detection in Multi-modal Normality Case via Orthogonalized Latent Space.
CoRR, 2021

Blur Invariant Kernel-Adaptive Network for Single Image Blind Deblurring.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020
Group Sparse Representation for Restoring Blurred Images with Cauchy Noise.
J. Sci. Comput., 2020

Cauchy Noise Removal by Weighted Nuclear Norm Minimization.
J. Sci. Comput., 2020

MARA-Net: Single Image Deraining Network with Multi-level connection and Adaptive Regional Attention.
CoRR, 2020

Discond-VAE: Disentangling Continuous Factors from the Discrete.
CoRR, 2020

Long-Term Residual Blending Network for Blur Invariant Single Image Blind deblurring.
CoRR, 2020

Fully implicit and accurate treatment of jump conditions for two-phase incompressible Navier-Stokes equation.
CoRR, 2020

A second-order accurate semi-Lagrangian method for convection-diffusion equations with interfacial jumps.
CoRR, 2020

NTIRE 2020 Challenge on Real Image Denoising: Dataset, Methods and Results.
CoRR, 2020

Membership Inference Attacks Against Object Detection Models.
CoRR, 2020


2019
Sparse representation based image deblurring model under random-valued impulse noise.
Multidimens. Syst. Signal Process., 2019

A Second-Order Boundary Condition Capturing Method for Solving the Elliptic Interface Problems on Irregular Domains.
J. Sci. Comput., 2019

High order face-offsetting method for interface tracking problem using WENO schemes.
J. Comput. Phys., 2019

Regression with residual neural network for vanishing point detection.
Image Vis. Comput., 2019

Financial series prediction using Attention LSTM.
CoRR, 2019

Attention Routing Between Capsules.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

2018
Rician denoising and deblurring using sparse representation prior and nonconvex total variation.
J. Vis. Commun. Image Represent., 2018

An Exp Model with Spatially Adaptive Regularization Parameters for Multiplicative Noise Removal.
J. Sci. Comput., 2018

Image Colorization Based on a Generalization of the Low Dimensional Manifold Model.
J. Sci. Comput., 2018

Higher-order regularization based image restoration with automatic regularization parameter selection.
Comput. Math. Appl., 2018

2017
Total Generalized Variation Based Denoising Models for Ultrasound Images.
J. Sci. Comput., 2017

Revisiting the redistancing problem using the Hopf-Lax formula.
J. Comput. Phys., 2017

Wavelet-based adaptation methodology combined with finite difference WENO to solve ideal magnetohydrodynamics.
J. Comput. Phys., 2017

Pricing vulnerable path-dependent options using integral transforms.
J. Comput. Appl. Math., 2017

Valuing American floating strike lookback option and Neumann problem for inhomogeneous Black-Scholes equation.
J. Comput. Appl. Math., 2017

Analytic solution for American strangle options using Laplace-Carson transforms.
Commun. Nonlinear Sci. Numer. Simul., 2017

2016
Full 3D Simulations of Two-Phase Core-Annular Flow in Horizontal Pipe Using Level Set Method.
J. Sci. Comput., 2016

Variational Image Colorization Models Using Higher-Order Mumford-Shah Regularizers.
J. Sci. Comput., 2016

Application of a Multi-dimensional Limiting Process to Central-Upwind Schemes for Solving Hyperbolic Systems of Conservation Laws.
J. Sci. Comput., 2016

An integral equation representation approach for valuing Russian options with a finite time horizon.
Commun. Nonlinear Sci. Numer. Simul., 2016

Valuing vulnerable geometric Asian options.
Comput. Math. Appl., 2016

2015
Simultaneous Cartoon and Texture Image Restoration with Higher-Order Regularization.
SIAM J. Imaging Sci., 2015

Nonconvex higher-order regularization based Rician noise removal with spatially adaptive parameters.
J. Vis. Commun. Image Represent., 2015

Image Decomposition using a Local Gradient Constraint.
J. Sci. Comput., 2015

Efficient Nonsmooth Nonconvex Optimization for Image Restoration and Segmentation.
J. Sci. Comput., 2015

Inexact accelerated augmented Lagrangian methods.
Comput. Optim. Appl., 2015

2014
Robust dose-response curve estimation applied to high content screening data analysis.
Source Code Biol. Medicine, 2014

Variational Image Segmentation Models Involving Non-smooth Data-Fidelity Terms.
J. Sci. Comput., 2014

2013
Two-Level Convex Relaxed Variational Model for Multiplicative Denoising.
SIAM J. Imaging Sci., 2013

Non-convex hybrid total variation for image denoising.
J. Vis. Commun. Image Represent., 2013

Accelerated Bregman Method for Linearly Constrained ℓ<sub>1</sub>-ℓ<sub>2</sub> Minimization.
J. Sci. Comput., 2013

Simulations of Supersonic Astrophysical Jets and Their Environments Using Level Set Methods.
J. Sci. Comput., 2013

2012
Multiple-Region Segmentation Without Supervision by Adaptive Global Maximum Clustering.
IEEE Trans. Image Process., 2012

2007
Level Set Based Simulations of Two-Phase Oil-Water Flows in Pipes.
J. Sci. Comput., 2007

On Boundary Condition Capturing for Multiphase Interfaces.
J. Sci. Comput., 2007

2000
A Boundary Condition Capturing Method for Multiphase Incompressible Flow.
J. Sci. Comput., 2000

Implicit and Nonparametric Shape Reconstruction from Unorganized Data Using a Variational Level Set Method.
Comput. Vis. Image Underst., 2000


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