Myungjoo Kang

Mach. Learn., May, 2024

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

[BibT_eX]

[DOI]

Medical Image Anal., 2024

ReSDF: Redistancing implicit surfaces using neural networks.

[BibT_eX]

[DOI]

J. Comput. Phys., 2024

Analysis of efficient preconditioner for solving Poisson equation with Dirichlet boundary condition in irregular three-dimensional domains.

[BibT_eX]

[DOI]

J. Comput. Phys., 2024

Unsupervised Point Cloud Completion through Unbalanced Optimal Transport.

[BibT_eX]

[DOI]

CoRR, 2024

Beyond Derivative Pathology of PINNs: Variable Splitting Strategy with Convergence Analysis.

[BibT_eX]

[DOI]

Changhoon Song

CoRR, 2024

Decomposition of one-layer neural networks via the infinite sum of reproducing kernel Banach spaces.

[BibT_eX]

[DOI]

Seungcheol Shin

CoRR, 2024

Why Rectified Power Unit Networks Fail and How to Improve It: An Effective Theory Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

Revealing and Utilizing In-group Favoritism for Graph-based Collaborative Filtering.

[BibT_eX]

[DOI]

CoRR, 2024

Neural Operators Learn the Local Physics of Magnetohydrodynamics.

[BibT_eX]

[DOI]

Youngsoo Ha

CoRR, 2024

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

[BibT_eX]

[DOI]

Kyungsung Lee

Donggyu Lee

CoRR, 2024

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

[BibT_eX]

[DOI]

CoRR, 2024

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

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Feature-aligned N-BEATS with Sinkhorn divergence.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Dictionary Contrastive Learning for Efficient Local Supervision without Auxiliary Networks.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Analyzing and Improving Optimal-Transport-based Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model.

[BibT_eX]

[DOI]

Yebin Lee

Imseong Park

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Self-knowledge distillation via dropout.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., August, 2023

Disentangling the correlated continuous and discrete generative factors of data.

[BibT_eX]

[DOI]

Geonho Hwang

Pattern Recognit., 2023

Minimal Width for Universal Property of Deep RNN.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2023

Aggregation of attention and erasing for weakly supervised object localization.

[BibT_eX]

[DOI]

Bongyeong Koo

Image Vis. Comput., 2023

Analyzing and Improving OT-based Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

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

[BibT_eX]

[DOI]

CoRR, 2023

p-Poisson surface reconstruction in curl-free flow from point clouds.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Restoration based Generative Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Learning without Prejudices: Continual Unbiased Learning via Benign and Malignant Forgetting.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Finding the Global Semantic Representation in GAN through Fréchet Mean.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Enhancing Multi-Label Long-Tailed Classification on Chest X-Rays through ML-GCN Augmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

A Unified Framework for Robustness on Diverse Sampling Errors.

[BibT_eX]

[DOI]

Myeongho Jeon

Joonseok Lee

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Boundary Enhancement Semantic Segmentation for Building Extraction From Remote Sensed Image.

[BibT_eX]

[DOI]

Hoin Jung

IEEE Trans. Geosci. Remote. Sens., 2022

MCW-Net: Single image deraining with multi-level connections and wide regional non-local blocks.

[BibT_eX]

[DOI]

Signal Process. Image Commun., 2022

Solving incompressible Navier-Stokes equations on irregular domains and quadtrees by monolithic approach.

[BibT_eX]

[DOI]

J. Comput. Phys., 2022

Deep learning algorithms for prediction of PM10 dynamics in urban and rural areas of Korea.

[BibT_eX]

[DOI]

Earth Sci. Informatics, 2022

Universal Property of Convolutional Neural Networks.

[BibT_eX]

[DOI]

Geonho Hwang

CoRR, 2022

Analyzing the Latent Space of GAN through Local Dimension Estimation.

[BibT_eX]

[DOI]

CoRR, 2022

Do Not Escape From the Manifold: Discovering the Local Coordinates on the Latent Space of GANs.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

A Conservative Approach for Unbiased Learning on Unknown Biases.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Dynamic background subtraction with masked RPCA.

[BibT_eX]

[DOI]

Hyomin Ahn

Signal Image Video Process., 2021

Squeezed fire binary segmentation model using convolutional neural network for outdoor images on embedded device.

[BibT_eX]

[DOI]

Kyungmin Song

Mach. Vis. Appl., 2021

Simple feature pyramid network for weakly supervised object localization using multi-scale information.

[BibT_eX]

[DOI]

Bongyeong Koo

Multidimens. Syst. Signal Process., 2021

Fully implicit and accurate treatment of jump conditions for two-phase incompressible Navier-Stokes equations.

[BibT_eX]

[DOI]

J. Comput. Phys., 2021

Candidate point selection using a self-attention mechanism for generating a smooth volatility surface under the SABR model.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

High-Frequency aware Perceptual Image Enhancement.

[BibT_eX]

[DOI]

Hyungmin Roh

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Blur Invariant Kernel-Adaptive Network for Single Image Blind Deblurring.

[BibT_eX]

[DOI]

Sungkwon An

Hyungmin Roh

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

2020

Group Sparse Representation for Restoring Blurred Images with Cauchy Noise.

[BibT_eX]

[DOI]

Sangwon Lee

J. Sci. Comput., 2020

Cauchy Noise Removal by Weighted Nuclear Norm Minimization.

[BibT_eX]

[DOI]

Geonwoo Kim

Junghee Cho

J. Sci. Comput., 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Discond-VAE: Disentangling Continuous Factors from the Discrete.

[BibT_eX]

[DOI]

Geonho Hwang

CoRR, 2020

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

[BibT_eX]

[DOI]

Sungkwon An

Hyungmin Roh

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

Pablo Navarrete Michelini

CoRR, 2020

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

[BibT_eX]

[DOI]

Abdelrahman Abdelhamed

Krzysztof Trojanowski

Yanhong Wu

CoRR, 2020

Membership Inference Attacks Against Object Detection Models.

[BibT_eX]

[DOI]

Yeachan Park

Pablo Navarrete Michelini

CoRR, 2020

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

[BibT_eX]

[DOI]

Abdelrahman Abdelhamed

Krzysztof Trojanowski

Yanhong Wu

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Sparse representation based image deblurring model under random-valued impulse noise.

[BibT_eX]

[DOI]

Multidimens. Syst. Signal Process., 2019

A Second-Order Boundary Condition Capturing Method for Solving the Elliptic Interface Problems on Irregular Domains.

[BibT_eX]

[DOI]

J. Sci. Comput., 2019

High order face-offsetting method for interface tracking problem using WENO schemes.

[BibT_eX]

[DOI]

J. Comput. Phys., 2019

Regression with residual neural network for vanishing point detection.

[BibT_eX]

[DOI]

Keunhoi An

Image Vis. Comput., 2019

Financial series prediction using Attention LSTM.

[BibT_eX]

[DOI]

Sangyeon Kim

CoRR, 2019

Attention Routing Between Capsules.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2018

An Exp Model with Spatially Adaptive Regularization Parameters for Multiplicative Noise Removal.

[BibT_eX]

[DOI]

J. Sci. Comput., 2018

Image Colorization Based on a Generalization of the Low Dimensional Manifold Model.

[BibT_eX]

[DOI]

J. Sci. Comput., 2018

Higher-order regularization based image restoration with automatic regularization parameter selection.

[BibT_eX]

[DOI]

Comput. Math. Appl., 2018

2017

Total Generalized Variation Based Denoising Models for Ultrasound Images.

[BibT_eX]

[DOI]

J. Sci. Comput., 2017

Revisiting the redistancing problem using the Hopf-Lax formula.

[BibT_eX]

[DOI]

J. Comput. Phys., 2017

Wavelet-based adaptation methodology combined with finite difference WENO to solve ideal magnetohydrodynamics.

[BibT_eX]

[DOI]

Seongju Do

Haojun Li

J. Comput. Phys., 2017

Pricing vulnerable path-dependent options using integral transforms.

[BibT_eX]

[DOI]

Junkee Jeon

Ji-Hun Yoon

J. Comput. Appl. Math., 2017

Valuing American floating strike lookback option and Neumann problem for inhomogeneous Black-Scholes equation.

[BibT_eX]

[DOI]

Junkee Jeon

Heejae Han

J. Comput. Appl. Math., 2017

Analytic solution for American strangle options using Laplace-Carson transforms.

[BibT_eX]

[DOI]

Commun. Nonlinear Sci. Numer. Simul., 2017

2016

Full 3D Simulations of Two-Phase Core-Annular Flow in Horizontal Pipe Using Level Set Method.

[BibT_eX]

[DOI]

Byungjoon Lee

J. Sci. Comput., 2016

Variational Image Colorization Models Using Higher-Order Mumford-Shah Regularizers.

[BibT_eX]

[DOI]

J. Sci. Comput., 2016

Application of a Multi-dimensional Limiting Process to Central-Upwind Schemes for Solving Hyperbolic Systems of Conservation Laws.

[BibT_eX]

[DOI]

J. Sci. Comput., 2016

An integral equation representation approach for valuing Russian options with a finite time horizon.

[BibT_eX]

[DOI]

Commun. Nonlinear Sci. Numer. Simul., 2016

Valuing vulnerable geometric Asian options.

[BibT_eX]

[DOI]

Junkee Jeon

Ji-Hun Yoon

Comput. Math. Appl., 2016

2015

Simultaneous Cartoon and Texture Image Restoration with Higher-Order Regularization.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2015

Nonconvex higher-order regularization based Rician noise removal with spatially adaptive parameters.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2015

Image Decomposition using a Local Gradient Constraint.

[BibT_eX]

[DOI]

Seungmi Oh

J. Sci. Comput., 2015

Efficient Nonsmooth Nonconvex Optimization for Image Restoration and Segmentation.

[BibT_eX]

[DOI]

J. Sci. Comput., 2015

Inexact accelerated augmented Lagrangian methods.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2015

2014

Robust dose-response curve estimation applied to high content screening data analysis.

[BibT_eX]

[DOI]

Michael Edberg Hansen

Source Code Biol. Medicine, 2014

Variational Image Segmentation Models Involving Non-smooth Data-Fidelity Terms.

[BibT_eX]

[DOI]

J. Sci. Comput., 2014

2013

Two-Level Convex Relaxed Variational Model for Multiplicative Denoising.

[BibT_eX]

[DOI]

Sangwoon Yun

Hyenkyun Woo

SIAM J. Imaging Sci., 2013

Non-convex hybrid total variation for image denoising.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2013

Accelerated Bregman Method for Linearly Constrained ℓ1-ℓ2 Minimization.

[BibT_eX]

[DOI]

J. Sci. Comput., 2013

Simulations of Supersonic Astrophysical Jets and Their Environments Using Level Set Methods.

[BibT_eX]

[DOI]

Youngsoo Ha

Changho Kim

J. Sci. Comput., 2013

2012

Multiple-Region Segmentation Without Supervision by Adaptive Global Maximum Clustering.

[BibT_eX]

[DOI]

Sunhee Kim

IEEE Trans. Image Process., 2012

2007

Level Set Based Simulations of Two-Phase Oil-Water Flows in Pipes.

[BibT_eX]

[DOI]

Hyeseon Shim

Stanley J. Osher

J. Sci. Comput., 2007

On Boundary Condition Capturing for Multiphase Interfaces.

[BibT_eX]

[DOI]

J. Sci. Comput., 2007

2000

A Boundary Condition Capturing Method for Multiphase Incompressible Flow.

[BibT_eX]

[DOI]