Taesup Moon

CoRR, 2023

TLDR: Text Based Last-layer Retraining for Debiasing Image Classifiers.

[BibT_eX]

[DOI]

Juhyeon Park

Seokhyeon Jeong

CoRR, 2023

Sy-CON: Symmetric Contrastive Loss for Continual Self-Supervised Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Continual Learning in the Presence of Spurious Correlation.

[BibT_eX]

[DOI]

Donggyu Lee

Sangwon Jung

CoRR, 2023

Observations on K-Image Expansion of Image-Mixing Augmentation.

[BibT_eX]

[DOI]

IEEE Access, 2023

SwiFT: Swin 4D fMRI Transformer.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Rebalancing Batch Normalization for Exemplar-Based Class-Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Issues for Continual Learning in the Presence of Dataset Bias.

[BibT_eX]

[DOI]

Donggyu Lee

Sangwon Jung

Proceedings of the AAAI Bridge Program on Continual Causality, 2023

Towards More Robust Interpretation via Local Gradient Alignment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Continual Learning of Micro-Doppler Signature-Based Human Activity Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Is Continual Learning Truly Learning Representations Continually?

[BibT_eX]

[DOI]

CoRR, 2022

Task-Balanced Batch Normalization for Exemplar-based Class-Incremental Learning.

[BibT_eX]

[DOI]

CoRR, 2022

GAN-Based Framework for Unified Estimation of Process-Induced Random Variation in FinFET.

[BibT_eX]

[DOI]

IEEE Access, 2022

Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

GRIT-VLP: Grouped Mini-batch Sampling for Efficient Vision and Language Pre-training.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Learning Fair Classifiers with Partially Annotated Group Labels.

[BibT_eX]

[DOI]

Sangwon Jung

Sanghyuk Chun

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

2021

Supervised Neural Discrete Universal Denoiser for Adaptive Denoising.

[BibT_eX]

[DOI]

CoRR, 2021

Observations on K-image Expansion of Image-Mixing Augmentation for Classification.

[BibT_eX]

[DOI]

CoRR, 2021

Self-Supervised Iterative Contextual Smoothing for Efficient Adversarial Defense against Gray- and Black-Box Attack.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Learning Aided Blind Synchronization Word Estimation.

[BibT_eX]

[DOI]

IEEE Access, 2021

SSUL: Semantic Segmentation with Unknown Label for Exemplar-based Class-Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

GAN2GAN: Generative Noise Learning for Blind Denoising with Single Noisy Images.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

CPR: Classifier-Projection Regularization for Continual Learning.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

SS-IL: Separated Softmax for Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Fair Feature Distillation for Visual Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

FBI-Denoiser: Fast Blind Image Denoiser for Poisson-Gaussian Noise.

[BibT_eX]

[DOI]

Jaeseok Byun

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Learning Blind Pixelwise Affine Image Denoiser With Single Noisy Images.

[BibT_eX]

[DOI]

Jaeseok Byun

IEEE Signal Process. Lett., 2020

CPR: Classifier-Projection Regularization for Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2020

A Simple Class Decision Balancing for Incremental Learning.

[BibT_eX]

[DOI]

Hongjoon Ahn

CoRR, 2020

Adaptive Group Sparse Regularization for Continual Learning.

[BibT_eX]

[DOI]

CoRR, 2020

Iterative Channel Estimation for Discrete Denoising under Channel Uncertainty.

[BibT_eX]

[DOI]

Hongjoon Ahn

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Continual Learning with Node-Importance based Adaptive Group Sparse Regularization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

xxAI - Beyond Explainable Artificial Intelligence.

[BibT_eX]

[DOI]

Proceedings of the xxAI - Beyond Explainable AI, 2020

Unsupervised Neural Universal Denoiser for Finite-Input General-Output Noisy Channel.

[BibT_eX]

[DOI]

Taeeon Park

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

GAN2GAN: Generative Noise Learning for Blind Image Denoising with Single Noisy Images.

[BibT_eX]

[DOI]

Taeeon Park

CoRR, 2019

Skip-connected 3D DenseNet for volumetric infant brain MRI segmentation.

[BibT_eX]

[DOI]

Toan Duc Bui

Jitae Shin

Biomed. Signal Process. Control., 2019

Working Vacation Scheduling of M<sup>X</sup>/M/1/N System using Neural Network.

[BibT_eX]

[DOI]

Yongbee Park

Proceedings of the 7th International Conference on Robot Intelligence Technology and Applications, 2019

Fooling Neural Network Interpretations via Adversarial Model Manipulation.

[BibT_eX]

[DOI]

Juyeon Heo

Sunghwan Joo

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Uncertainty-based Continual Learning with Adaptive Regularization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Fully Convolutional Pixel Adaptive Image Denoiser.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Subtask Gated Networks for Non-Intrusive Load Monitoring.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

DoPAMINE: Double-Sided Masked CNN for Pixel Adaptive Multiplicative Noise Despeckling.

[BibT_eX]

[DOI]

Sunghwan Joo

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

UDLR Convolutional Network for Adaptive Image Denoiser.

[BibT_eX]

[DOI]

Proceedings of the Robot Intelligence Technology and Applications, 2018

Neural Adaptive Image Denoiser.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Neural Affine Grayscale Image Denoising.

[BibT_eX]

[DOI]

CoRR, 2017

Uniform Concentration of the Loss Estimator for Neural DUDE.

[BibT_eX]

[DOI]

CoRR, 2017

3D Densely Convolutional Networks for Volumetric Segmentation.

[BibT_eX]

[DOI]

Toan Duc Bui

Jitae Shin

CoRR, 2017

2016

Micro-Doppler Based Classification of Human Aquatic Activities via Transfer Learning of Convolutional Neural Networks.

[BibT_eX]

[DOI]

Sensors, 2016

Human Detection and Activity Classification Based on Micro-Doppler Signatures Using Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Youngwook Kim

IEEE Geosci. Remote. Sens. Lett., 2016

Neural Universal Discrete Denoiser.

[BibT_eX]

[DOI]

Seonwoo Min

CoRR, 2016

Regularization and Kernelization of the Maximin Correlation Approach.

[BibT_eX]

[DOI]

IEEE Access, 2016

Neural Universal Discrete Denoiser.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Evaluation of a MISR-Based High-Resolution Aerosol Retrieval Method Using AERONET DRAGON Campaign Data.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2015

DUDE-Seq: Fast Universal Denoising of Nucleotide Sequences.

[BibT_eX]

[DOI]

CoRR, 2015

RNNDROP: A novel dropout for RNNS in ASR.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Workshop on Automatic Speech Recognition and Understanding, 2015

2014

Exploiting User Preference for Online Learning in Web Content Optimization Systems.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2014

2012

Universal Switching FIR Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2012

An Online Learning Framework for Refining Recency Search Results with User Click Feedback.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2012

Bandits with Generalized Linear Models.

[BibT_eX]

[DOI]

Proceedings of the Workshop on On-line Trading of Exploration and Exploitation 2, 2012

2011

Refining Recency Search Results with User Click Feedback

[BibT_eX]

[DOI]

CoRR, 2011

Learning to model relatedness for news recommendation.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on World Wide Web, 2011

Discrete denoising of heterogeneous two-dimensional data.

[BibT_eX]

[DOI]

Jae-Young Kim

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010

Discrete denoising of heterogenous two-dimensional data

[BibT_eX]

[DOI]

Jae-Young Kim

CoRR, 2010

IntervalRank: isotonic regression with listwise and pairwise constraints.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Web Search and Web Data Mining, 2010

Online learning for recency search ranking using real-time user feedback.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

User behavior driven ranking without editorial judgments.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Universal FIR MMSE Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2009

Discrete denoising with shifts.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2009

2008

Universal Filtering Via Hidden Markov Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2008

2007

Competitive On-line Linear FIR MMSE Filtering.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2007

2006

Soft Sensor Using PNN Model and Rule Base for Wastewater Treatment Plant.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2005

Discrete universal filtering via hidden Markov modelling.

[BibT_eX]

[DOI]