Subject

Subjects : Supervised Learning

  • Articles (50)
  • Patents (4)
  • R&D Reports (0)
논문 검색결과
Type Year Title Cited Download
Journal 2025 End-to-end reading classification in the wild using 2D EOG signal images and ResNet variants   Jeong Chi Yoon  ETRI Journal, v.권호미정, pp.1-12 0 원문
Journal 2025 LED array-based multi-angle light scattering for aspirating smoke detection and classification   Kim Soocheol  Scientific Reports, v.15, pp.1-13 0 원문
Conference 2025 Beyond-Labels: Advancing Open-Vocabulary Segmentation With Vision-Language Models   Muhammad Atta Ur Rahman  International Conference on Advanced Computational Intelligence (ICACI) 2025, pp.231-236 1 원문
Conference 2024 Advancing Diabetic Foot Ulcer Diagnosis with Self-Supervised Feature Learning   Park Ji Won  International Conference on Bioinformatics and Biomedicine (BIBM) 2024, pp.7105-7107 0 원문
Journal 2024 Improved contrastive learning model via identification of false‐negatives in self‐supervised learning   Joonsun Auh  ETRI Journal, v.46, no.6, pp.1020-1029 1 원문
Journal 2024 SITRAN: Self-Supervised IDS With Transferable Techniques for 5G Industrial Environments   Kimhyunjin  IEEE Internet of Things Journal, v.11, no.21, pp.35465-35476 6 원문
Conference 2024 Dinov2_Mask R-CNN: Self-supervised Instance Segmentation of Diabetic Foot Ulcers   Ban Yun Ji  International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI) 2024, pp.17-28 1 원문
Conference 2023 Gradual Semi-Automatic Annotation and Hybrid Model for Effective Detection of Garbage Bags   Hwang Hoseok  International Conference on Information Technology (ICIT) 2023, pp.25-30 0 원문
Conference 2023 Self-Supervised Monocular Depth Learning by Multiple Open Datasets   Jae-Hyuck Park  한국자동차공학회 학술 대회 (추계) 2023, pp.1513-1516
Conference 2023 Contrastive Learning for Reducing False Negatives with Global and local views in Augmented Data   Joonsun Auh  Innovations in Intelligent Systems and Applications Conference (ASYU) 2023, pp.1-5 1 원문
Journal 2023 대형 사전훈련 모델의 파인튜닝을 통한강건한 한국어 음성인식 모델 구축   Oh Changhan  말소리와 음성과학, v.15, no.3, pp.75-82 원문
Conference 2023 Tracker Learning Surgical Images By Self-Supervised Learning: An Enhanced Unsupervised Deep Tracking Approach   Jang Yong Eun  International Conference on Platform Technology and Service (PlatCon) 2023, pp.114-117 0 원문
Journal 2023 Weakly Supervised U-Net with Limited Upsampling for Sound Event Detection   이상원  APPLIED SCIENCES-BASEL, v.13, no.11, pp.1-28 3 원문
Conference 2023 A recent trend on self-supervised learning in computer vision   Youngwan Lee  대한전자공학회 학술 대회 (하계) 2023, pp.1-5
Journal 2023 Development of Export Volume and Export Amount Prediction Models Based on Supervised Learning   Na Dong-Gil  한국산업경영시스템학회지, v.46, no.2, pp.152-159 원문
Conference 2023 Exploring the role of mean teachers in self-supervised masked auto-encoders   Jeffrey Willette  International Conference on Learning Representations (ICLR) 2023, pp.1-21
Conference 2023 Exploring the role of mean teachers in self-supervised masked auto-encoders   Youngwan Lee  International Conference on Learning Representations (ICLR) 2023, pp.1-21
Journal 2023 Machine Learning‐Based Solution for Thermomechanical Analysis of MMIC Packaging   강수민  ADVANCED MATERIALS TECHNOLOGIES, v.8, no.5, pp.1-8 5 원문
Journal 2022 Learning to Adapt to Label-Scarce Image Domain via Angular Distance-Based Feature Alignment   Yoonhyung Kim  IEEE Access, v.10, pp.104783-104792 0 원문
Conference 2022 Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation   송대영  European Conference on Computer Vision (ECCV) 2022 (LNCS 13676), pp.54-71 30 원문
Conference 2022 Displacement Detection of Wooden Cultural Properties Using Unsupervised Learning   Park Jungwoo  International Conference on Consumer Electronics (ICCE) 2022 : Asia, pp.302-305 1 원문
Conference 2022 A method for converting an image of a GO game record to training data   양혜리  International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2022, pp.275-277 1 원문
Conference 2022 A method for converting an image of a GO game record to training data   허현범  International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2022, pp.275-277 1 원문
Conference 2022 Semi-Supervised Learning Using Data Between Real and Noise   Marcella Astrid  한국통신학회 종합 학술 발표회 (동계) 2022, pp.545-546
Journal 2022 Denoising Traditional Architectural Drawings with Image Generation and Supervised Learning   최낙관  건축역사연구, v.31, no.1, pp.41-50 원문
Journal 2022 Ensemble-Guided Model for Performance Enhancement in Model-Complexity-Limited Acoustic Scene Classification   이석진  Applied Sciences, v.12, no.1, pp.1-15 3 원문
Journal 2021 Semi-supervised Learning of Speech Recognizers based on Variational Autoencoder and Unsupervised Data Augmentation   조현호  한국음향학회지, v.40, no.6, pp.578-586 0 원문
Conference 2021 Review on Deep Learning-based Image Stitching Techniques   송대영  대한전자공학회 학술 대회 (추계) 2021, pp.454-457
Conference 2021 Network Anomaly Detection based on GAN with Scaling Properties   Kimhyunjin  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-5 5 원문
Journal 2021 End-to-End Image Stitching Network via Multi-Homography Estimation   송대영  IEEE Signal Processing Letters, v.28, pp.763-767 42 원문
Conference 2021 Network Flow Data Re-collecting Approach Using 5G Testbed for Labeled Dataset   Lee Gyeoul  International Conference on Advanced Communications Technology (ICACT) 2021, pp.254-258 4 원문
Journal 2021 Many-to-Many Unsupervised Speech Conversion From Nonparallel Corpora   Lee Yun Kyung  IEEE Access, v.9, pp.27278-27286 5 원문
Conference 2020 Supervised Scene Boundary Detection with Relational and Sequential Information   Jeongwoo Son  International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) 2020, pp.250-258 3 원문
Conference 2020 Infant abnormal behavior classification through weakly supervised learning   Ye Jin Lee  International Conference on Intelligent Robots and Systems (IROS) 2020, pp.12118-12121
Conference 2020 CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection   Muhammad Zaigham Zaheer  European Conference on Computer Vision (ECCV) 2020, pp.1-18 142 원문
Journal 2020 Robust Human Pose Estimation for Rotation via Self-Supervised Learning   Kimin Yun  IEEE Access, v.8, pp.32502-32517 16 원문
Journal 2019 Design of Network Threat Detection and Classification based on Machine Learning on Cloud Computing   Kim Hyun Joo  Cluster Computing, v.22, no.Supp.1, pp.2341-2350 41 원문
Journal 2018 Dynamic Pose Estimation Using Multiple RGB-D Cameras   Hong Sungjin  Sensors, v.18, no.11, pp.1-17 20 원문
Conference 2018 Clustering Player Behavioral Data and Improving Performance of Churn Prediction from Mobile Game   Kwon Hyoung Jin  International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1252-1254 2 원문
Journal 2018 Action-Driven Visual Object Tracking With Deep Reinforcement Learning   윤상두  IEEE Transactions on Neural Networks and Learning Systems, v.29, no.6, pp.2239-3352 66 원문
Journal 2018 Deep Learning based Pilot Allocation Scheme (DL-PAS) for 5G Massive MIMO System   Kim Kwihoon  IEEE Communications Letters, v.22, no.4, pp.828-831 101 원문
Conference 2018 Shot Category Detection based on Object Detection Using Convolutional Neural Networks   Jung Deok Gyu  International Conference on Advanced Communications Technology (ICACT) 2018, pp.36-39 7 원문
Conference 2017 Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning   윤상두  Conference on Computer Vision and Pattern Recognition (CVPR) 2017, pp.1349-1358 499 원문
Conference 2016 Enhanced Breast Cancer Classification with Automatic Thresholding Using SVM and Harris Corner Detection   Mohammad Taheri  Research in Adaptive and Convergent Systems (RACS) 2016, pp.56-60 13 원문
Conference 2016 Initializing Deep Learning Based on Latent Dirichlet Allocation for Document Classification   Jeon Hyung-Bae  International Conference on Neural Information Processing (ICONIP) 2016 (LNCS 9949), v.9949, pp.634-641 1 원문
Journal 2015 Gaussian Process for Predicting CPU Utilization and its Application to Energy Efficiency   Dinh-Mao Bui  Applied Intelligence, v.43, no.4, pp.874-891 15 원문
Journal 2014 Unsupervised Learning for Human Activity Recognition Using Smartphone Sensors   Kwon Yongjin  Expert Systems with Applications, v.41, no.14, pp.6067-6074 182 원문
Journal 2012 Descriptive Question Answering with Answer Type Independent Features   Yoon Yeo Chan  IEICE Transactions on Information and Systems, v.E95.D, no.7, pp.2009-2012 0 원문
Conference 2011 Improving PP Attachment Disambiguation in a Rule-based Parser   Roh Yoon-Hyung  Pacific Asia Conference on Language, Information and Computation (PACLIC) 2011, pp.559-566
Conference 2009 ADL Monitoring System Using FSR Arrays and Optional 3-Axis Accelerometer   Minho Kim  International Conference on Smart Homes and Health Telematics (ICOST) 2009 (LNCS 5597), v.5597, pp.217-224 6 원문
특허 검색결과
Status Year Patent Name Country Family Pat. KIPRIS
Registered 2018 APPARATUS AND METHOD OF GENERATING MACHINE LEARNING-BASED CYBER SICKNESS PREDICTION MODEL FOR VIRTUAL REALITY CONTENT UNITED STATES
Registered 2022 순열 불변 교차 엔트로피 기반의 자기 지도 학습 방법 및 이를 위한 전자장치 KOREA
Registered 2018 음성 인식을 위한 음향 모델 학습 장치 및 그 학습 방법 KOREA KIPRIS
Registered 2020 종단형 음성인식기의 강화학습 기반 준지도학습 방법 및 장치 KOREA
연구보고서 검색결과
Type Year Research Project Primary Investigator Download
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