Subject

Subjects : Learning methods

  • Articles (92)
  • Patents (14)
  • R&D Reports (0)
논문 검색결과
Type Year Title Cited Download
Conference 2025 Deep Learning method for Effective Atomic Number Extraction from Photon-Counting Dual-Energy CT in Radiation Treatment Planning   Kihong Son  The European Society for Radiotherapy and Oncology (ESTRO) 2025, pp.2980-2982
Journal 2024 SNN eXpress: Streamlining Low‐Power AI‐SoC Development With Unsigned Weight Accumulation Spiking Neural Network   Hyeonguk Jang  ETRI Journal, v.46, no.5, pp.829-838 1 원문
Conference 2024 A deep learning model for classification of uncontrolled diabetics based on microwave resonator measurements of urine   Hyeonsung Cho  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1707-1709 0 원문
Conference 2024 A Case Study on the Generation of Big Data and Carbon Dioxide Concentration Analysis on Office Air Quality Using a Simple Monitor System   Yo Han Choi  International Conference on Big Data Applications and Services (BigDAS) 2024, pp.9-16
Conference 2024 Developing Conversational Intelligent Tutoring for Speaking Skills in Second Language Learning   Lee Jeong Min  International Conference on Intelligent Tutoring Systems (ITS) 2024 (LNCS 14798), pp.131-148 0 원문
Conference 2024 Developing Conversational Intelligent Tutoring for Speaking Skills in Second Language Learning   Huang Jinxia  International Conference on Intelligent Tutoring Systems (ITS) 2024 (LNCS 14798), pp.131-148 0 원문
Journal 2024 Deep Representation Learning with Sample Generation and Augmented Attention Module for Imbalanced ECG Classification   Muhammad Zubair  IEEE Journal of Biomedical and Health Informatics, v.28, no.5, pp.2461-2472 10 원문
Journal 2024 Deep Representation Learning with Sample Generation and Augmented Attention Module for Imbalanced ECG Classification   Sungpil Woo  IEEE Journal of Biomedical and Health Informatics, v.28, no.5, pp.2461-2472 10 원문
Journal 2024 Robust and Adaptive Incremental Learning for Varying Feature Space   Kim Cheol Ho  IEEE Access, v.12, pp.64177-64192 1 원문
Journal 2024 A Drone-driven X-ray Image-based Diagnosis of Wind Turbine Blades for Reliable Operation of Wind Turbine   Lee Hyun Yong  IEEE Access, v.12, pp.56141-56158 6 원문
Conference 2024 Enhancing Spatial Audio Generation with Source Separation and Channel Panning Loss   Lim Woo-Taek  International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2024, pp.8321-8325 0 원문
Journal 2024 Transformer‐based reranking for improving Korean morphological analysis systems   Ryu Jihee  ETRI Journal, v.46, no.1, pp.137-153 3 원문
Journal 2023 Neuromorphic Sensory Cognition-Focused on Touch and Smell   Lee Hyung-Kun  전자통신동향분석, v.38, no.6, pp.62-74 원문
Conference 2023 Utilizing Dimensional Emotion Representations in Speech Emotion Recognition   Bautista John Lorenzo  International Conference on Applied Human Factors and Ergonomics (AHFE) 2023, pp.634-641 원문
Journal 2023 Neuromorphic Sensory Cognition-Focused on Touch and Smell   Kang-Ho Park  전자통신동향분석, v.38, no.6, pp.62-74 원문
Conference 2023 Federated learning for moderating server-side bias   Seo Jihyun  International Conference on Ubiquitous Information Technologies and Applications (CUTE) 2023, pp.1-6
Conference 2023 Fault Type Classification of Rotating Machinery based on Machine Learning with Fourier Transform Feature Extraction   이민석  International Conference on Consumer Electronics (ICCE) 2023 : Asia, pp.508-511 0 원문
Conference 2023 RGOR: De-noising of LiDAR point clouds with reflectance restoration in adverse weather   Seung Jun Han  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1844-1849 1 원문
Conference 2023 Development of Cloud-Based Media Production Systems   Lee Jae-Young  SMPTE Meeting 2023, pp.1-9
Conference 2023 The effect of noise injection method on DRL-based controller robustness of human gait model   Koo Youngjun  International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1677-1680 0 원문
Conference 2023 A Signal Integrity Analysis for the Design of a Computer Mainboard   Lee Kyong Hee  International Conference on Consumer Electronics (ICCE) 2023 : Asia, pp.380-382
Journal 2023 대형 사전훈련 모델의 파인튜닝을 통한강건한 한국어 음성인식 모델 구축   Oh Changhan  말소리와 음성과학, v.15, no.3, pp.75-82 원문
Journal 2023 Online Continual Learning in Acoustic Scene Classification: An Empirical Study   Donghee Ha  Sensors, v.23, no.15, pp.1-19 2 원문
Journal 2023 An Improved Point-Level Supervision Method for Temporal Action Localization   이상진  IEEE Access, v.11, pp.71260-71268 3 원문
Journal 2023 An Improved Point-Level Supervision Method for Temporal Action Localization   임재빈  IEEE Access, v.11, pp.71260-71268 3 원문
Journal 2023 Study on the Take‐over Performance of Level 3 Autonomous Vehicles Based on Subjective Driving Tendency Questionnaires and Machine Learning Methods   Hyunsuk Kim  ETRI Journal, v.45, no.1, pp.75-92 6 원문
Conference 2022 Deep learning-based 3D refractive index generation for live blood cell   김학동  International Conference on Bioinformatics and Biomedicine (BIBM) 2022, pp.3833-3835 1 원문
Conference 2022 AI-Based Modeling Architecture to Detect Traffic Anomalies from Dashcam Videos   Park Ji Sang  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1480-1482 1 원문
Conference 2022 A Data-Augmented Transfer Learning Method for the Speech Recognition in Domains with Sparse Speech Data   Kang Byung Ok  International Congress on Acoustics (ICA) 2022, pp.1-5
Journal 2022 SMaTE: A Segment-Level Feature Mixing and Temporal Encoding Framework for Facial Expression Recognition   Nayeon Kim  Sensors, v.22, no.15, pp.1-19 3 원문
Journal 2022 SMaTE: A Segment-Level Feature Mixing and Temporal Encoding Framework for Facial Expression Recognition   Cho Sukhee  Sensors, v.22, no.15, pp.1-19 3 원문
Conference 2022 Weakly Paired Associative Learning for Sound and Image Representations via Bimodal Associative Memory   이상민  Conference on Computer Vision and Pattern Recognition (CVPR) 2022, pp.10534-10543 6 원문
Conference 2022 A study on material decomposition based on PCD CT images and deep learning method to increase the accuracy of radiation treatment planning   Kihong Son  대한전자공학회 학술 대회 (하계) 2022, pp.1101-1103
Journal 2022 Prediction of Poststroke Depression Based on the Outcomes of Machine Learning Algorithms   류영환  Journal of Clinical Medicine, v.11, no.8, pp.1-21 19 원문
Journal 2022 Prediction of Poststroke Depression Based on the Outcomes of Machine Learning Algorithms   김서영  Journal of Clinical Medicine, v.11, no.8, pp.1-21 19 원문
Journal 2022 Reflective Noise Filtering of Large-Scale Point Cloud Using Transformer   Rui Gao  Remote Sensing, v.14, no.3, pp.1-20 32 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
Journal 2021 Battery State-of-Health Estimation Using Machine Learning and Preprocessing with Relative State-of-Charge   Sungwoo Jo  Energies, v.14, no.21, pp.1-16 47 원문
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
Conference 2021 Multi-agent Reinforcement Learning in a Large Scale Environment via Supervisory Network and Curriculum Learning   Seung Won Do  International Conference on Control, Automation and Systems (ICCAS) 2021, pp.207-210 5 원문
Journal 2021 Research Trends on Deep Learning for Anomaly Detection of Aviation Safety   Park Noh-Sam  전자통신동향분석, v.36, no.5, pp.82-91 원문
Journal 2021 Uncertainty-Aware Knowledge Distillation for Collision Identification of Collaborative Robots   Wookyong Kwon  Sensors, v.21, no.19, pp.1-16 8 원문
Journal 2021 Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access Networks   유대성  IEEE Wireless Communications Letters, v.10, no.10, pp.2180-2184 13 원문
Conference 2021 Practical Dense-to-Sparse Learning for a Manageable Object Detector on the Ground   Moon Yong Hyuk  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1453-1455 0 원문
Journal 2021 Histological Image Segmentation and Classification Using Entropy-Based Convolutional Module   Kim Hwarang  IEEE Access, v.9, pp.90964-90976 3 원문
Journal 2021 Cross-Corpus Speech Emotion Recognition Based on Few-Shot Learning and Domain Adaptation   안영도  IEEE Signal Processing Letters, v.28, pp.1190-1194 40 원문
Conference 2021 Deep Learning Model Generalization with Ensemble in Endoscopic Images   홍아영  International Endoscopy Computer Vision Challenge and Workshop (EndoCV) 2021, pp.80-89 6
Journal 2021 Identification of Patients with Sarcopenia Using Gait Parameters Based on Inertial Sensors   Jeongkyun Kim  Sensors, v.21, no.5, pp.1-17 34 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 3 원문
Journal 2020 One-Class Learning Method Based on Live Correlation Loss for Face Anti-Spoofing   임석재  IEEE Access, v.8, pp.201635-201648 11 원문
Journal 2020 Deep Learning Methods for Universal MISO Beamforming   김준범  IEEE Wireless Communications Letters, v.9, no.11, pp.1894-1898 53 원문
Journal 2020 Multi-sensor-based Detection and Tracking of Moving Objects for Relative Position Estimation in Autonomous Driving Conditions   Jinwoo Kim  Journal of Supercomputing, v.76, no.10, pp.8225-8247 13 원문
Conference 2020 The Method for Providing of Parking Location Guidance Service in a Smart Parking Lot   Kim Eun Joo  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1899-1901 2 원문
Conference 2020 End-to-End Learning of Social Behaviors for Humanoid Robots   Woori Ko  International Conference on Systems, Man, and Cybernetics (SMC) 2020, pp.1-6 7 원문
Conference 2020 Knowledge Distillation based Compact Model Learning Method for Object Detection   Ko Jong-Gook  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1276-1278 4 원문
Conference 2020 The Present and Future of Continual Learning   Heechul Bae  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1193-1195 2 원문
Journal 2020 A Positioning DB Generation Algorithm Applying Generative Adversarial Learning Method of Wireless Communication Signals   Ji Myungin  Journal of Positioning, Navigation, and Timing, v.9, no.3, pp.151-156
Journal 2020 Speech Recognition for Task Domains with Sparse Matched Training Data   Kang Byung Ok  Applied Sciences, v.10, no.18, pp.1-15 4 원문
Journal 2020 Reinforcement Learning-based Path Generation using Sequential Pattern Reduction and Self-directed Curriculum Learning   Kimtaewoo  IEEE Access, v.8, pp.147790-147807 8 원문
Journal 2020 Multi-Agent Reinforcement-Learning-Based Time-Slotted Channel Hopping Medium Access Control Scheduling Scheme   Park Hui Ung  IEEE Access, v.8, pp.139727-139736 28 원문
Journal 2020 Posture Recognition Using Ensemble Deep Models under Various Home Environments   변영현  Applied Sciences, v.10, no.4, pp.1213-28 29 원문
Conference 2020 Edge Camera System Using Dee p Learning Method with Model Compression on Embedded Applications   Choi Yun Won  International Conference on Consumer Electronics (ICCE) 2020, pp.1-4 5 원문
Conference 2019 Selective Feature Learning with Filtering Out Noisy Objects in Background Images   Song Soonyong  International Conference on Intelligent Robots and Systems (IROS) 2019, pp.1-2
Journal 2019 Cyber Threat Detection Based on Artificial Neural Networks Using Event Profiles   Jong-Hoon Lee  IEEE Access, v.7, pp.165607-165626 120 원문
Journal 2019 Network-Based Document Clustering Using External Ranking Loss for Network Embedding   Yoon Yeo Chan  IEEE Access, v.7, pp.155412-155423 2 원문
Conference 2019 A Risk Estimation Approach based on Deep Learning in Shipbuilding Industry   Choi Youhee  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1438-1441 9 원문
Conference 2019 Layer Optimized Transfer Neural Network by using Lesion Correlation Learning   Lee Mun Seob  International Skin Imaging Collaboration (ISIC) Challenges 2019, pp.1-7
Conference 2019 Hair Segmentation Using Deep Mobile Optimization   Woo Seong Park  International Conference on Ubiquitous Robots (UR) 2019, pp.1-2
Conference 2019 Distortion Element Estimation Technique based on Deep Learning for Self-Interference Cancellation of Full Duplex Communication System   Baek Myung-Sun  International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2019, pp.1-4 1 원문
Journal 2019 Multi-Scale Detector for Accurate Vehicle Detection in Traffic Surveillance Data   Kim Kwangju  IEEE Access, v.7, pp.78311-78319 72 원문
Conference 2019 A Study on Feature Extraction Methods Used to Estimate a Driver’s Level of Drowsiness   Lee Kyong Hee  International Conference on Advanced Communications Technology (ICACT) 2019, pp.710-713 17 원문
Conference 2018 Data Assimilation Technique for Social Agent-Based Simulation by using Reinforcement Learning   Kang Dong-Oh  International Symposium on Distributed Simulation and Real Time Applications (DS-RT) 2018, pp.220-221 4 원문
Journal 2018 Trends on Object Detection Techniques Based on Deep Learning   Jinsu Lee  전자통신동향분석, v.33, no.4, pp.23-32 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.828-831 100 원문
Journal 2018 Confidence-Based Data Association and Discriminative Deep Appearance Learning for Robust Online Multi-object Tracking   Bae Seung Hwan  IEEE Transactions on Pattern Analysis and Machine Intelligence, v.40, no.3, pp.595-610 230 원문
Conference 2017 Comparative Analysis of Machine Learning Algorithms to Urban Traffic Prediction   Lee Yong-Ju  International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1035-1037 8 원문
Conference 2017 Turn-Taking Intention Recognition Using Multimodal Cues in Social Human-Robot Interaction   Park Cheonshu  International Conference on Control, Automation and Systems (ICCAS) 2017, pp.1300-1302 3 원문
Conference 2017 Performance Analysis of Manifold Learning Methods for Radio Map Construction   Thai Quang Tung  International Conference on Ubiquitous and Future Networks (ICUFN) 2017, pp.587-591 2 원문
Conference 2017 Vehicle Type Classification Using Bagging and Convolutional Neural Network on Multi View Surveillance Image   Kim Pyongkun  Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2017, pp.914-919 49 원문
Journal 2017 Learning Directional LBP Features and Discriminative Feature Regions for Facial Expression Recognition   Kang Hyunwoo  멀티미디어학회논문지, v.20, no.5, pp.748-757 원문
Conference 2017 A Study on the Virtuous Circle Self-Learning Methods for Knowledge Enhancement   Yu Jae Hak  International Conference on Platform Technology and Service (PlatCon) 2017, pp.46-51 0 원문
Conference 2016 Speech emotion recognition using convolutional and Recurrent Neural Networks   Lim Woo-Taek  Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC) 2016, pp.1-4 319 원문
Conference 2016 Consideration of manufacturing data to apply machine learning methods for predictive manufacturing   Ji-Hyeong Han  International Conference on Ubiquitous and Future Networks (ICUFN) 2016, pp.109-113 34 원문
Conference 2016 Golf Swing Analyzing System based on Human Skeleton Data   Jae-Ho Lee  Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV) 2016, pp.1-4
Conference 2015 Moving Shadow Detection from Background Image and Deep Learning   Lee Jong Taek  Pacific-Rim Symposium on Image and Video Technology (PSIVT) 2015, pp.1-8
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 2013 The Design of Polynomial Function-Based Neural Network Predictors for Detection of Software Defects   Park Byoung-Jun  Information Sciences, v.229, pp.40-57 52 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
Journal 2007 An Intelligent TV interface based on Statistical Dialogue Management   Oh Hyo-Jung  IEEE Transactions on Consumer Electronics, v.53, no.4, pp.1602-1607 3 원문
Conference 2007 Fast Reinforcement Learning Using Stochastic Shortest Paths for a Mobile Robot   Kwon Wooyoung  International Conference on Intelligent Robots and Systems (IROS) 2007, pp.82-87 11 원문
Conference 2007 Dialogue Management for Intelligent TV Based on Statistical Learning Method   Oh Hyo-Jung  International Conference on Text, Speech and Dialogue (TSD) 2007 (LNCS 4629), v.4629, pp.644-652 0 원문
Conference 2006 Hyperbolic Quotient Feature Map for Competitive Learning Neural Networks   Jinwuk Seok  International Symposium on Neural Networks (ISNN) 2006 (LNCS 3971), v.3971, pp.456-463 0 원문
특허 검색결과
Status Year Patent Name Country Family Pat. KIPRIS
Registered 2017 MACHINE LEARNING METHOD AND APPARATUS UNITED STATES
Registered 2018 비 교사학습 기반 열악 차량번호 이미지 복구 학습 방법 및 장치 KOREA KIPRIS
Registered 2019 SENTENCE EMBEDDING METHOD AND APPARATUS BASED ON SUBWORD EMBEDDING AND SKIP-THOUGHTS UNITED STATES
Registered 2014 신호처리 알고리즘이 통합된 심층 신경망 기반의 음성인식 장치 및 이의 학습방법 KOREA KIPRIS
Registered 2015 SIGNAL PROCESSING ALGORITHM-INTEGRATED DEEP NEURAL NETWORK-BASED SPEECH RECOGNITION APPARATUS AND LEARNING METHOD TEHREOF UNITED STATES
Registered 2020 언어 생성을 위한 신경망 모델의 학습 방법 및 이의 장치 KOREA
Registered 2018 음성 인식을 위한 음향 모델 학습 장치 및 그 학습 방법 KOREA KIPRIS
Registered 2021 인공 지능 시스템의 그것의 인공 신경망 학습 방법 KOREA KIPRIS
Registered 2022 자가 대화 학습을 위한 지식 기반 대화 시스템 및 이의 학습 방법 KOREA
Registered 2017 자연어 질의응답 시스템 및 그 학습 방법 KOREA KIPRIS
Registered 2020 점진적 학습을 위한 기계 학습 방법 및 이를 수행하기 위한 컴퓨팅 장치 KOREA KIPRIS
Registered 2017 지식 증강을 위한 선순환 자가 학습 방법 및 그 장치 KOREA KIPRIS
Registered 2021 촉각 음악 학습 장치 및 촉각 음악 학습 방법 KOREA KIPRIS
Registered 2021 MUSIC LEARNING APPARATUS AND MUSIC LEARNING METHOD USING TACTILE SENSATION UNITED STATES
연구보고서 검색결과
Type Year Research Project Primary Investigator Download
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