Nojun Kwak

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

LSQ+: Improving low-bit quantization through learnable offsets and better initialization.

[BibT_eX]

[DOI]

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

URNet: User-Resizable Residual Networks with Conditional Gating Module.

[BibT_eX]

[DOI]

Sang-Ho Lee

Simyung Chang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Tell Me What They're Holding: Weakly-Supervised Object Detection with Transferable Knowledge from Human-Object Interaction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Mixture-Model-based Bounding Box Density Estimation for Object Detection.

[BibT_eX]

[DOI]

Jaeyoung Yoo

Geonseok Seo

CoRR, 2019

QKD: Quantization-aware Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2019

SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder.

[BibT_eX]

[DOI]

CoRR, 2019

FEED: Feature-level Ensemble for Knowledge Distillation.

[BibT_eX]

[DOI]

Seonguk Park

CoRR, 2019

ExtremeC3Net: Extreme Lightweight Portrait Segmentation Networks using Advanced C3-modules.

[BibT_eX]

[DOI]

CoRR, 2019

Image Enhancement by Recurrently-trained Super-resolution Network.

[BibT_eX]

[DOI]

Saem Park

CoRR, 2019

Disentangling Options with Hellinger Distance Regularizer.

[BibT_eX]

[DOI]

Minsung Hyun

Junyoung Choi

CoRR, 2019

Task-oriented Design through Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Junyoung Choi

Minsung Hyun

CoRR, 2019

Genetic-Gated Networks for Deep Reinforcement.

[BibT_eX]

[DOI]

CoRR, 2019

Density Estimation and Incremental Learning of Latent Vector for Generative Autoencoders.

[BibT_eX]

[DOI]

Jaeyoung Yoo

Hojun Lee

CoRR, 2019

TW3-Based Fully Automated Bone Age Assessment System Using Deep Neural Networks.

[BibT_eX]

[DOI]

IEEE Access, 2019

Consistency-based Semi-supervised Learning for Object detection.

[BibT_eX]

[DOI]

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

Pose estimator and tracker using temporal flow maps for limbs.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Two-layer Residual Feature Fusion for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

A Comprehensive Overhaul of Feature Distillation.

[BibT_eX]

[DOI]

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

Sym-Parameterized Dynamic Inference for Mixed-Domain Image Translation.

[BibT_eX]

[DOI]

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

Towards Governing Agent's Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of The 11th Asian Conference on Machine Learning, 2019

Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension.

[BibT_eX]

[DOI]

Daesik Kim

Seonhoon Kim

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Semantic Sentence Matching with Densely-Connected Recurrent and Co-Attentive Information.

[BibT_eX]

[DOI]

Seonhoon Kim

Inho Kang

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

2018

Procrustean Regression: A Flexible Alignment-Based Framework for Nonrigid Structure Estimation.

[BibT_eX]

[DOI]

Minsik Lee

IEEE Trans. Image Process., 2018

Independent component analysis by lp-norm optimization.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Concentrated-Comprehensive Convolutions for lightweight semantic segmentation.

[BibT_eX]

[DOI]

CoRR, 2018

Image Translation to Mixed-Domain using Sym-Parameterized Generative Network.

[BibT_eX]

[DOI]

CoRR, 2018

Towards Governing Agent's Efficacy: Action-Conditional β-VAE for Deep Transparent Reinforcement Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Textbook Question Answering with Knowledge Graph Understanding and Unsupervised Open-set Text Comprehension.

[BibT_eX]

[DOI]

Daesik Kim

Seonhoon Kim

CoRR, 2018

HC-Net: Memory-based Incremental Dual-Network System for Continual learning.

[BibT_eX]

[DOI]

Jangho Kim

Jeesoo Kim

CoRR, 2018

Generating objects going well with the surroundings.

[BibT_eX]

[DOI]

CoRR, 2018

Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information.

[BibT_eX]

[DOI]

CoRR, 2018

Paraphrasing Complex Network: Network Compression via Factor Transfer.

[BibT_eX]

[DOI]

Jangho Kim

Seonguk Park

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Genetic-Gated Networks for Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Music Source Separation Using Stacked Hourglass Networks.

[BibT_eX]

[DOI]

Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018

Motion Feature Network: Fixed Motion Filter for Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Broadcasting Convolutional Network for Visual Relational Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Image Restoration by Estimating Frequency Distribution of Local Patches.

[BibT_eX]

[DOI]

Jaeyoung Yoo

Sang-Ho Lee

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Dynamic Graph Generation Network: Generating Relational Knowledge From Diagrams.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesis.

[BibT_eX]

[DOI]

Hyojin Park

Youngjoon Yoo

Proceedings of the British Machine Vision Conference 2018, 2018

3D Human Pose Estimation with Relational Networks.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Implementing Kernel Methods Incrementally by Incremental Nonlinear Projection Trick.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Team SNU's Control Strategies for Enhancing a Robot's Capability: Lessons from the 2015 DARPA Robotics Challenge Finals.

[BibT_eX]

[DOI]

Kyong-Sok K. C. Chang

Jaeheung Park

J. Field Robotics, 2017

Online recognition of handwritten music symbols.

[BibT_eX]

[DOI]

Int. J. Document Anal. Recognit., 2017

Broadcasting Convolutional Network.

[BibT_eX]

[DOI]

CoRR, 2017

Butterfly Effect: Bidirectional Control of Classification Performance by Small Additive Perturbation.

[BibT_eX]

[DOI]

CoRR, 2017

Knowledge Sharing for Reinforcement Learning: Writing a BOOK.

[BibT_eX]

[DOI]

CoRR, 2017

Where to Play: Retrieval of Video Segments using Natural-Language Queries.

[BibT_eX]

[DOI]

CoRR, 2017

Residual Features and Unified Prediction Network for Single Stage Detection.

[BibT_eX]

[DOI]

CoRR, 2017

Matching video net: Memory-based embedding for video action recognition.

[BibT_eX]

[DOI]

Daesik Kim

Myunggi Lee

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Athlete Pose Estimation by a Global-Local Network.

[BibT_eX]

[DOI]

Jihye Hwang

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Superpixel-based semantic segmentation trained by statistical process control.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2017, 2017

Enhancement of SSD by concatenating feature maps for object detection.

[BibT_eX]

[DOI]

Jisoo Jeong

Hyojin Park

Proceedings of the British Machine Vision Conference 2017, 2017

2016

Generalized mean for robust principal component analysis.

[BibT_eX]

[DOI]

Jiyong Oh

Pattern Recognit., 2016

Outdoor Context Awareness Device That Enables Mobile Phone Users to Walk Safely through Urban Intersections.

[BibT_eX]

[DOI]

Proceedings of the 5th International Conference on Pattern Recognition Applications and Methods, 2016

Unregistered Bosniak Classification with Multi-phase Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information.

[BibT_eX]

[DOI]

Jihye Hwang

Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016

Kernel parameter selection by gap maximization between intra and inter-class samples.

[BibT_eX]

[DOI]

John Yang

Hyeogjin Lee

Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

Analysis on the Dropout Effect in Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2016, 2016

2015

Efficient l1-Norm-Based Low-Rank Matrix Approximations for Large-Scale Problems Using Alternating Rectified Gradient Method.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Illumination robust optical flow estimation by illumination-chromaticity decoupling.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Character recognition for the machine reader zone of electronic identity cards.

[BibT_eX]

[DOI]

Hyeogjin Lee

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Approach of Team SNU to the DARPA Robotics Challenge finals.

[BibT_eX]

[DOI]

Kyong-Sok K. C. Chang

Jaeheung Park

Proceedings of the 15th IEEE-RAS International Conference on Humanoid Robots, 2015

Cultural event recognition by subregion classification with convolutional neural network.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Membership representation for detecting block-diagonal structure in low-rank or sparse subspace clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Principal Component Analysis by $L_{p}$ -Norm Maximization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Optimal Conjugate Gradient Algorithm for Generalization of Linear Discriminant Analysis Based on L1 Norm.

[BibT_eX]

[DOI]

Kanishka Tyagi

Michael T. Manry

Proceedings of the ICPRAM 2014, 2014

2013

Nonlinear Projection Trick in Kernel Methods: An Alternative to the Kernel Trick.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2013

Generalization of linear discriminant analysis using Lp-norm.

[BibT_eX]

[DOI]

Jae Hyun Oh

Pattern Recognit. Lett., 2013

Generalized mean for feature extraction in one-class classification problems.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

2012

Recognition of a Driver's Gaze for Vehicle Headlamp Control.

[BibT_eX]

[DOI]

Jae Hyun Oh

IEEE Trans. Veh. Technol., 2012

Pixel selection based on discriminant features with application to face recognition.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2012

Kernel discriminant analysis for regression problems.

[BibT_eX]

[DOI]

Pattern Recognit., 2012

Boosted-PCA for binary classification problems.

[BibT_eX]

[DOI]

Seaung Lok Ham

Proceedings of the 2012 IEEE International Symposium on Circuits and Systems, 2012

Detection and Recovery of Occluded Face Images based on Correlation between Pixels.

[BibT_eX]

Jieun Lee

Proceedings of the ICPRAM 2012, 2012

2011

Face recognition based on 2D images under illumination and pose variations.

[BibT_eX]

[DOI]

Sang-Il Choi

Pattern Recognit. Lett., 2011

Provisioning QoS for WiFi-enabled Portable Devices in Home Networks.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2011

2010

Feature extraction based on subspace methods for regression problems.

[BibT_eX]

[DOI]

Jung-Won Lee

Neurocomputing, 2010

2009

Feature extraction for one-class classification problems: Enhancements to biased discriminant analysis.

[BibT_eX]

[DOI]

Jiyong Oh

Pattern Recognit., 2009

MAP Classifier with BDA Features.

[BibT_eX]

[DOI]

Jiyong Oh

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

2008

Feature extraction for classification problems and its application to face recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2008

Principal Component Analysis Based on L1-Norm Maximization.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2008

Dimensionality reduction based on ICA for regression problems.

[BibT_eX]

[DOI]

Chunghoon Kim

Hwangnam Kim

Neurocomputing, 2008

Feature Extraction for Regression Problems and an Example Application for Pose Estimation of a Face.

[BibT_eX]

[DOI]

Sang-Il Choi

Proceedings of the Image Analysis and Recognition, 5th International Conference, 2008

2007

Feature Extraction Based on Direct Calculation of Mutual Information.

[BibT_eX]

[DOI]

Int. J. Pattern Recognit. Artif. Intell., 2007

2006

Dimensionality Reduction Based on ICA for Regression Problems.

[BibT_eX]

[DOI]

Chunghoon Kim

Proceedings of the Artificial Neural Networks, 2006

Feature Extraction with Weighted Samples Based on Independent Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2006

2003

Feature Extraction Based on ICA for Binary Classification Problems.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2003

2002

Input feature selection for classification problems.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2002

Input Feature Selection by Mutual Information Based on Parzen Window.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2002

Face recognition using feature extraction based on independent component analysis.

[BibT_eX]

[DOI]

Narendra Ahuja

Proceedings of the 2002 International Conference on Image Processing, 2002

A New Method of Feature Extraction and Its Stability.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2002

2001

Disturbance Attenuation in Robot Control.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE International Conference on Robotics and Automation, 2001

Feature Extraction Using ICA.

[BibT_eX]

[DOI]

Jin-Young Choi

Proceedings of the Artificial Neural Networks, 2001

1999

Improved mutual information feature selector for neural networks in supervised learning.

[BibT_eX]

[DOI]