Nojun Kwak

Proceedings of the Twelfth International Conference on Learning Representations, 2024

MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

SAVE: Protagonist Diversification with Structure Agnostic Video Editing.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2024, 2024

What, How, and When Should Object Detectors Update in Continually Changing Test Domains?

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Coreset Selection for Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

NICE: CVPR 2023 Challenge on Zero-shot Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

TEAM MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 6th Clinical Natural Language Processing Workshop, 2024

Any-Way Meta Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Image Recommendation System Based on Environmental and Human Face Information.

[BibT_eX]

[DOI]

Hye-min Won

Yong Seok Heo

Sensors, 2023

Open Domain Generalization with a Single Network by Regularization Exploiting Pre-trained Features.

[BibT_eX]

[DOI]

CoRR, 2023

ConcatPlexer: Additional Dim1 Batching for Faster ViTs.

[BibT_eX]

[DOI]

CoRR, 2023

Advancing Beyond Identification: Multi-bit Watermark for Language Models.

[BibT_eX]

[DOI]

Wonhyuk Ahn

CoRR, 2023

AADiff: Audio-Aligned Video Synthesis with Text-to-Image Diffusion.

[BibT_eX]

[DOI]

CoRR, 2023

Robust Natural Language Watermarking through Invariant Features.

[BibT_eX]

[DOI]

CoRR, 2023

Active Semi-Supervised Learning by Exploring Per-Sample Uncertainty and Consistency.

[BibT_eX]

[DOI]

Jaeseung Lim

Jongkeun Na

CoRR, 2023

Analyzing Multimodal Objectives Through the Lens of Generative Diffusion Guidance.

[BibT_eX]

[DOI]

Chaerin Kong

CoRR, 2023

Correlation-Concealing Adversarial Noise Injection for Improved Disentanglement in Label-Based Image Translation.

[BibT_eX]

[DOI]

IEEE Access, 2023

Dual-Stage Super-Resolution for Edge Devices.

[BibT_eX]

[DOI]

IEEE Access, 2023

Leveraging Off-the-shelf Diffusion Model for Multi-attribute Fashion Image Manipulation.

[BibT_eX]

[DOI]

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

Self-Distilled Self-supervised Representation Learning.

[BibT_eX]

[DOI]

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

Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation.

[BibT_eX]

[DOI]

Jayeon Yoo

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

MDPose: real-time multi-person pose estimation via mixture density model.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty in Artificial Intelligence, 2023

SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning.

[BibT_eX]

[DOI]

Junhoo Lee

Jayeon Yoo

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

Finding Efficient Pruned Network via Refined Gradients for Pruned Weights.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

End-to-End Multi-Object Detection with a Regularized Mixture Model.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis.

[BibT_eX]

[DOI]

Seunghyeon Seo

Yeonjin Chang

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

Semantics-Guided Object Removal for Facial Images: with Broad Applicability and Robust Style Preservation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs.

[BibT_eX]

[DOI]

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

Robust Multi-bit Natural Language Watermarking through Invariant Features.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Unifying Vision-Language Representation Space with Single-Tower Transformer.

[BibT_eX]

[DOI]

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

2022

Reliable Data Collection Methodology for Face Recognition in Preschool Children.

[BibT_eX]

[DOI]

Sensors, 2022

Conservative Generator, Progressive Discriminator: Coordination of Adversaries in Few-shot Incremental Image Synthesis.

[BibT_eX]

[DOI]

Chaerin Kong

CoRR, 2022

Sparse MDOD: Training End-to-End Multi-Object Detector without Bipartite Matching.

[BibT_eX]

[DOI]

CoRR, 2022

Pose-MUM : Reinforcing Key Points Relationship for Semi-Supervised Human Pose Estimation.

[BibT_eX]

[DOI]

CoRR, 2022

Detection of Word Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation.

[BibT_eX]

[DOI]

CoRR, 2022

Model Compression via Position-Based Scaled Gradient.

[BibT_eX]

[DOI]

IEEE Access, 2022

MD3D: Mixture-Density-Based 3D Object Detection in Point Clouds.

[BibT_eX]

[DOI]

IEEE Access, 2022

Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Few-Shot Object Detection by Attending to Per-Sample-Prototype.

[BibT_eX]

[DOI]

Hojun Lee

Myunggi Lee

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Korean Language Modeling via Syntactic Guide.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

The U-Net based GLOW for Optical-Flow-Free Video Interframe Generation.

[BibT_eX]

[DOI]

Donghoon Han

Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

Variational On-the-Fly Personalization.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Unsupervised Domain Adaptation for One-Stage Object Detector Using Offsets to Bounding Box.

[BibT_eX]

[DOI]

Jayeon Yoo

Proceedings of the Computer Vision - ECCV 2022, 2022

Few-Shot Image Generation with Mixup-Based Distance Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

MatteFormer: Transformer-Based Image Matting via Prior-Tokens.

[BibT_eX]

[DOI]

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

MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection.

[BibT_eX]

[DOI]

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

Imposing Consistency for Optical Flow Estimation.

[BibT_eX]

[DOI]

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

Towards Efficient Neural Scene Graphs by Learning Consistency Fields.

[BibT_eX]

[DOI]

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Radar-Spectrogram-Based UAV Classification Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Sensors, 2021

Self-Distilled Self-Supervised Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Smoothing the Generative Latent Space with Mixup-based Distance Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Local-Selective Feature Distillation for Single Image Super-Resolution.

[BibT_eX]

[DOI]

CoRR, 2021

Self-Evolutionary Optimization for Pareto Front Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Dynamic Collective Intelligence Learning: Finding Efficient Sparse Model via Refined Gradients for Pruned Weights.

[BibT_eX]

[DOI]

CoRR, 2021

The Invertible U-Net for Optical-Flow-free Video Interframe Generation.

[BibT_eX]

[DOI]

Donghun Han

CoRR, 2021

Learning Dynamic BERT via Trainable Gate Variables and a Bi-modal Regularizer.

[BibT_eX]

[DOI]

Seohyeong Jeong

CoRR, 2021

Adaptive Template and Transition Map for Real-Time Video Object Segmentation.

[BibT_eX]

[DOI]

IEEE Access, 2021

Recurrently-Trained Super-Resolution.

[BibT_eX]

[DOI]

IEEE Access, 2021

Part-Aware Data Augmentation for 3D Object Detection in Point Cloud.

[BibT_eX]

[DOI]

Jaeseok Choi

Yeji Song

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation.

[BibT_eX]

[DOI]

Simyung Chang

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Vehicle Image Generation Going Well with the Surroundings.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image.

[BibT_eX]

[DOI]

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

LFI-CAM: Learning Feature Importance for Better Visual Explanation.

[BibT_eX]

[DOI]

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

Normalization Matters in Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

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

Prototype-Based Personalized Pruning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Learning Dynamic Network Using a Reuse Gate Function in Semi-Supervised Video Object Segmentation.

[BibT_eX]

[DOI]

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

Phase Selective Convolution.

[BibT_eX]

[DOI]

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

Interpolation-Based Semi-Supervised Learning for Object Detection.

[BibT_eX]

[DOI]

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

Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Nonparametric Estimation of Probabilistic Membership for Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

StyleUV: Diverse and High-fidelity UV Map Generative Model.

[BibT_eX]

[DOI]

CoRR, 2020

TTVOS: Lightweight Video Object Segmentation with Adaptive Template Attention Module and Temporal Consistency Loss.

[BibT_eX]

[DOI]

Hyojin Park

Ganesh Venkatesh

CoRR, 2020

Asynchronous Edge Learning using Cloned Knowledge Distillation.

[BibT_eX]

[DOI]

Sang-Ho Lee

CoRR, 2020

On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective.

[BibT_eX]

[DOI]

CoRR, 2020

Position-based Scaled Gradient for Model Quantization and Sparse Training.

[BibT_eX]

[DOI]

CoRR, 2020

Class-Imbalanced Semi-Supervised Learning.

[BibT_eX]

[DOI]

Minsung Hyun

Jisoo Jeong

CoRR, 2020

Exploring Rare Pose in Human Pose Estimation.

[BibT_eX]

[DOI]

Jihye Hwang

John Yang

IEEE Access, 2020

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

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Position-based Scaled Gradient for Model Quantization and Pruning.

[BibT_eX]

[DOI]

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

Self-Training using Selection Network for Semi-supervised Learning.

[BibT_eX]

[DOI]

Jisoo Jeong

Seungeui Lee

Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

Feature Fusion for Online Mutual Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Feature-map-level Online Adversarial Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

Unpriortized Autoencoder For Image Generation.

[BibT_eX]

[DOI]

Hojun Lee

Proceedings of the IEEE International Conference on Image Processing, 2020

Kl-Divergence-Based Region Proposal Network For Object Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2020

SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

Procrustean Regression Networks: Learning 3D Structure of Non-rigid Objects from 2D Annotations.

[BibT_eX]

[DOI]

Minsik Lee

Proceedings of the Computer Vision - ECCV 2020, 2020

Feature-Level Ensemble Knowledge Distillation for Aggregating Knowledge from Multiple Networks.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

StackNet: Stacking feature maps for Continual learning.

[BibT_eX]

[DOI]

Jeesoo Kim

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]

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]

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]

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]

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]

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]

Seonhoon Kim

CoRR, 2018

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

[BibT_eX]

[DOI]

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]

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]

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]

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]