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2023 |
ACLTuner: A Profiling-Driven Fast Tuning to Optimized Deep Learning Inference
권용인 Conference on Neural Information Processing Systems (NeurIPS) 2023 : Workshop, pp.1-12 |
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2023 |
Performance Evaluation of Data Imputation Methods for Graph Deep Learning-Based Traffic Prediction
김정선 International Conference on Big Data (Big Data) 2023, pp.6192-6194 |
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An Intelligent Framework for Fault Diagnosis of Centrifugal Pump Leveraging Wavelet Coher-ence Analysis and Deep Learning
Niamat Ullah Sensors, v.23 no.21, pp.1-22 |
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Deep learning-based multimodal fusion network for segmentation and classification of breast cancers using B-mode and elastography ultrasound images
김광주 Bioengineering & Translational Medicine, v.8 no.6, pp.1-13 |
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Deep learning-based multimodal fusion network for segmentation and classification of breast cancers using B-mode and elastography ultrasound images
윤치호 Bioengineering & Translational Medicine, v.8 no.6, pp.1-13 |
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Deep learning-based multimodal fusion network for segmentation and classification of breast cancers using B-mode and elastography ultrasound images
Sampa Misra Bioengineering & Translational Medicine, v.8 no.6, pp.1-13 |
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Deep Learning on MCUs: Comparative Analysis of Compile and Interpreter based Execution Methods
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CSI feedback compression based on deep learning using wavelet transform
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Collaborative multi-modal deep learning and radiomic features for classification of strokes within 6 h
김광주 Expert Systems with Applications, v.228, pp.1-9 |
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Collaborative multi-modal deep learning and radiomic features for classification of strokes within 6 h
Sampa Misra Expert Systems with Applications, v.228, pp.1-9 |
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Collaborative multi-modal deep learning and radiomic features for classification of strokes within 6 h
윤치호 Expert Systems with Applications, v.228, pp.1-9 |
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Implementation of deep learning based intelligent image analysis on an edge AI platform using heterogeneous AI accelerators
김량수 International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1347-1349 |
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Hybrid Deep Learning-Based Air and Water Quality Prediction Model
윤정은 European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) 2023, pp.665-670 |
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A Deep Learning Approach Based on Image Patch Sets for Art Forgery Detection
정순철 International Conference on Information and Communication Technology Convergence (ICTC) 2023, pp.1828-1831 |
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Anomaly detection of smart metering system for power management with battery storage system/electric vehicle
이상금 ETRI Journal, v.45 no.4, pp.650-665 |
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Improving the quality of light-field data extracted from a hologram using deep learning
박대열 ETRI Journal, v.권호미정, pp.1-10 |
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A Deep learning Framework for Cultural Heritage Damage Detection for Preservation; Based on the case of Heunginjimun and Yeongnamnu in South Korea
이상윤 ICACT Transactions on Advanced Communications Technology, v.12 no.4, pp.1507-1513 |
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Crossover-SGD: A gossip-based communication in distributed deep learning for alleviating large mini-batch problem and enhancing scalability
여상호 Concurrency Computation Practice and Experience, v.35 no.15, pp.1-16 |
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Assessment of Image Quality of Coronary CT Angiography Using Deep Learning-Based CT Reconstruction: Phantom and Patient Studies
전필현 DIAGNOSTICS, v.13 no.11, pp.1-12 |
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Smoke Particle-Source Prediction Model Based on Multiple Optical Wavelengths Using Deep Learning
안유선 International Journal of Fire Science and Engineering, v.37 no.2, pp.20-29 |
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Assessment of Image Quality of Coronary CT Angiography Using Deep Learning-Based CT Reconstruction: Phantom and Patient Studies
김대홍 DIAGNOSTICS, v.13 no.11, pp.1-12 |
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Assessment of Image Quality of Coronary CT Angiography Using Deep Learning-Based CT Reconstruction: Phantom and Patient Studies
손기홍 DIAGNOSTICS, v.13 no.11, pp.1-12 |
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MDED-Framework: A Distributed Microservice Deep-Learning Framework for Object Detection in Edge Computing
서지현 Sensors, v.23 no.10, pp.1-16 |
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Enhanced Prediction Model for Human Activity Using an End-to-End Approach
박상준 IEEE Internet of Things Journal, v.10 no.7, pp.6031-6041 |
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PartitionTuner: An operator scheduler for deep-learning compilers supporting multiple heterogeneous processing units
유미선 ETRI Journal, v.45 no.2, pp.318-328 |
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Metasurface-Incorporated Optofluidic Refractive Index Sensing for Identification of Liquid Chemicals through Vision Intelligence
이홍량 ACS Photonics, v.10 no.3, pp.780-789 |
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Liquid Metal based Soft Multidirectional Force Sensor and Deep Learning Application
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Audio-Visual Overlapped Speech Detection for Spontaneous Distant Speech
경민영 IEEE Access, v.11, pp.27426-27432 |
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Metasurface-Incorporated Optofluidic Refractive Index Sensing for Identification of Liquid Chemicals through Vision Intelligence
김진태 ACS Photonics, v.10 no.3, pp.780-789 |
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An end-to-end deep learning approach for real-time single image dehazing
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Deep Learning-Based Optimization of Visual?Auditory Sensory Substitution
김무섭 IEEE Access, v.11, pp.14169-14180 |
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Damage Detection and Safety Diagnosis for Immovable Cultural Assets Using Deep Learning Framework
이상윤 International Conference on Advanced Communications Technology (ICACT) 2023, pp.1-4 |
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Inland Harmful Algal Blooms (HABs) Modeling using Internet of Things (IoT) System and Deep Learning
권도혁 Environmental Engineering Research, v.28 no.1, pp.1-11 |
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A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization
김준범 IEEE Transactions on Wireless Communications, v.22 no.1, pp.333-347 |
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An Enhanced AI-Based Network Intrusion Detection System Using Generative Adversarial Networks
박철희 IEEE Internet of Things Journal, v.10 no.3, pp.2330-2345 |
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3D Measurement Using a Single Image for Smart Manufacturing of Microscopic Products in a Ceramic Powder Pressing Process
김혜진 International Journal of Precision Engineering and Manufacturing-Green Technology, v.10 no.1, pp.233-243 |
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Development of System for Collecting User-specified Training Data for Autonomous Driving Based on Virtual Road Environment
김민수 Sensors and Materials, v.34 no.12(5), pp.4813-4825 |
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Deep learning-based scalable and robust channel estimator for wireless cellular networks
이안석 ETRI Journal, v.44 no.6, pp.915-924 |
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Deep learning-based 3D refractive index generation for live blood cell
김학동 International Conference on Bioinformatics and Biomedicine (BIBM) 2022, pp.3833-3835 |
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Noise reduction method of incoherent digital holography based on deep learning using generated ground truth
문준범 International Conference on 3D Systems and Applications (3DSA) 2022, pp.105-106 |
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An Empirical Study of Remaining Useful Life Prediction using Deep Learning Models
이현용 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1639-1642 |
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Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation
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Accelerating Face De-identification System for Real-time Video Surveillance Services
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Comparative study in anomaly diagnosis technique for time series data
김낙우 International Conference on Consumer Electronics (ICCE) 2022 : Asia, pp.401-403 |
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Lightweight framework for the violence and falling-down event occurrence detection for surveillance videos
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A Method of Deep Learning Model Optimization for Image Classification on Edge Device
이형극 Sensors, v.22 no.19, pp.1-15 |
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Deep Learning Model for Blood Pressure Estimation from PPG Signal
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Relabeling Method for Improving Vehicle Part Detection
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Decision-making of IoT device operation based on intelligent-task offloading for improving environmental optimization
Wenquan Jin Complex & Intelligent Systems, v.8 no.5, pp.3847-3866 |
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Locality-based Time Series Data Augmentation for Multi-Sensor Internet Of Things Terminal
최강일 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1726-1728 |
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Lightweight Object Recognizer for Edge Devices
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Super Resolution Network for Artistic Paintings
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Zero-shot Fire And Arson Detection Using Textual Descriptions
전호범 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1563-1568 |
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Face Shape-Guided Deep Feature Alignment for Face Recognition Robust to Face Misalignment
김형일 IEEE Transactions on Biometrics, Behavior, and Identity Science, v.4 no.4, pp.556-569 |
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Deep Learning and Detection Technique with Least ImageCapturing for Multiple Pill Dispensing Inspection
권혁주 Journal of Sensors, v.2022, pp.1-20 |
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Medical artificial intelligence framework for the development of medical imaging artificial intelligence devices
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LazyNet: Lazy Entry Neural Networks for Accelerated and Efficient Inference
박준용 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.495-497 |
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CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution
김태호 European Conference on Computer Vision (ECCV) 2022 (LNCS 13680), pp.651-667 |
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Benchmarking Deep Learning Models for Instance Segmentation
정성욱 Applied Sciences, v.12 no.17, pp.1-25 |
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Alias-and-Separate: Wideband Speech Coding Using Sub-Nyquist Sampling and Speech Separation
황수중 IEEE Signal Processing Letters, v.29, pp.2003-2007 |
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Alias-and-Separate: Wideband Speech Coding Using Sub-Nyquist Sampling and Speech Separation
이은균 IEEE Signal Processing Letters, v.29, pp.2003-2007 |
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Simple Yet Effective Approach to Repetitive Behavior Classification based on Siamese Network
유철환 International Conference on Pattern Recognition (ICPR) 2022, pp.2993-2999 |
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Deep Transfer Learning-Based Fault Diagnosis Using Wavelet Transform for Limited Data
방준성 Applied Sciences, v.12 no.15, pp.1-14 |
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A screen of slide detection method using deep learning-based segmentation and Hough transform
정성욱 International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2022, pp.272-274 |
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Learning-based complex field recovery from digital hologram with various depth objects
주연경 Optics Express, v.30 no.15, pp.26149-26168 |
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A screen of slide detection method using deep learning-based segmentation and Hough transform
홍준영 International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2022, pp.272-274 |
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Quantune: Post-training Quantization of Convolutional Neural Networks using Extreme Gradient Boosting for Fast Deployment
이제민 Future Generation Computer Systems, v.132, pp.124-135 |
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Noise reduction method for incoherent digital holography using deep learning
문준범 Optics and Photonics Congress 2022, pp.1-1 |
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Real-world Multimodal Lifelog Dataset for Human Behavior Study
정승은 ETRI Journal, v.44 no.3, pp.426-437 |
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Classifying Gas Data Measured Under Multiple Conditions Using Deep Learning
이호중 IEEE Access, v.10, pp.68138-68150 |
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Attention-LRCN: Long-term Recurrent Convolutional Network for Mental Stress Assessment from Photoplethysmography
최지호 International Symposium on Medical Measurements and Applications (MeMeA) 2022, pp.1-5 |
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Cost-Sensitive Learning for Anomaly Detection in Imbalanced ECG Data Using Convolutional Neural Networks
주바이르 Sensors, v.22 no.11, pp.1-15 |
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Deep Learning-Aided Downlink Beamforming Design and Uplink Power Allocation for UAV Wireless Communications with LoRa
김영록 Applied Sciences, v.12 no.10, pp.1-14 |
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Attack Graph Generation with Machine Learning for Network Security
구기종 Electronics, v.11 no.9, pp.1-25 |
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Implementation of Digital Transformation for Korean Traditional Heritage
이재호 International Workshop on Frontiers of Computer Vision (IW-FCV) 2022 (CCIS 1578), pp.1-14 |
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Malware Detection Using Byte Streams of Different File Formats
정영섭 IEEE Access, v.10, pp.51041-51047 |
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Deep Learning-Aided Downlink Beamforming Design and Uplink Power Allocation for UAV Wireless Communications with LoRa
박준현 Applied Sciences, v.12 no.10, pp.1-14 |
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Training Image Data Generator for Deep Learning Face Recognition Training
김광용 한국센서학회 학술 대회 (춘계) 2022, pp.393-393 |
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엣지 컴퓨팅 환경에서 적용 가능한 딥러닝 기반 라벨 검사 시스템 구현
배주원 대한임베디드공학회논문지, v.17 no.2, pp.77-83 |
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AI-based Stroke Prediction System Using Body Motion Biosignals during Walking
유재학 Journal of Supercomputing, v.78 no.6, pp.8867-8889 |
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Physiology-based augmented deep neural network frameworks for ECG biometrics with short ECG pulses considering varying heart rates
Thanh Quoc Phan Pattern Recognition Letters, v.156, pp.1-6 |
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Physiology-based augmented deep neural network frameworks for ECG biometrics with short ECG pulses considering varying heart rates
김한빛 Pattern Recognition Letters, v.156, pp.1-6 |
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CNN-based Region-of-Interest Image Reconstruction from Truncated Data in Cone-Beam CT
손기홍 SPIE Medical Imaging 2022 (SPIE 12031), pp.1-6 |
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Deep Learning-Based Joint Communication and Sensing for 6G Cellular-Connected UAVs
Jose Rodrıguez-Pineiro European Conference on Antennas and Propagation (EuCAP) 2022, pp.1-2 |
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Reflective Noise Filtering of Large-Scale Point Cloud Using Transformer
Rui Gao Remote Sensing, v.14 no.3, pp.1-20 |
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Pill Detection Model for Medicine Inspection Based on Deep Learning
권혁주 Chemosensors, v.10 no.1, pp.1-17 |
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Real-time Precise Object Segmentation Using a Pixel-wise Coarse-fine Method with Deep Learning for Automated Manufacturing
조재민 Journal of Manufacturing Systems, v.62, pp.114-123 |
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Deep learning-based Feature Compression for Video Coding for Machine
도지훈 International Workshop on Advanced Image Technology (IWAIT) 2022 (SPIE 12177), pp.1-5 |
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Evaluation of Ultra-low-dose (ULD) Lung Computed Tomography (CT) Using Deep-learning: A Phantom Study
김대홍 Journal of Magnetics, v.26 no.4, pp.429-436 |
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Evaluating Differentially Private Generative Adversarial Networks Over Membership Inference Attack
박철희 IEEE Access, v.9, pp.167412-167425 |
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CitiusSynapse: A Deep Learning Framework for Embedded Systems
홍승태 Applied Sciences, v.11 no.23, pp.1-22 |
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Anomaly Segmentation Based on Depth Image for Quality Inspection Processes in Tire Manufacturing
고동범 Applied Sciences, v.11 no.21, pp.1-18 |
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MemBox: Shared Memory Device for Memory-Centric Computing Applicable to Deep Learning Problems
최용석 Electronics, v.10 no.21, pp.1-18 |
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Lightweight Deep Learning based Intelligent Mobile Augmented Reality
고종국 International Conference on Consumer Electronics (ICCE) 2021 : Asia, pp.373-375 |
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ODAR: A Lightweight Object Detection Framework for Autonomous Driving Robots
Le Hoang Duong Digital Image Computing: Techniques and Applications (DICTA) 2021, pp.1-8 |
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A Study on American Football Player Tracking based on Video through deep learning and GPS convergence
이정수 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1114-1116 |
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Transformer Based Prediction Method for Solar Power Generation Data
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A Deep Learning Approach for Robust Target Tracking in a Cluttered Environment
백재욱 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1033-1035 |
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On Constructing Vessel Dataset Structure Using GAN-based Data Augmentation
오아름 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1700-1702 |
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A Study on the Application of Knowledge Distillation in Ship Type Classification Model Development
이지원 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.280-282 |
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Deep Learning Ensemble Method for Classifying Glaucoma Stages Using Fundus Photographs and Convolutional Neural Networks
조현성 Current Eye Research, v.46 no.10, pp.1-10 |
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Lightweight Monocular Depth Estimation Based On Perceptual Loss and Network Slimming
이승재 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1081-1086 |
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The Analysis of UAV Detection Performance Using Rotating Cameras
김영일 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1262-1265 |
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Evaluating the Performance of Deep Learning Inference Service on Edge Platform
최현화 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1789-1793 |
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GAN based Deep Learning Model for Detecting Damage and Displacement of Cultural Asset
최우연 International Conference on Consumer Electronics (ICCE) 2021 : Asia, pp.82-85 |
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Global-Local Three-Stream Network for Acoustic Scene Classification
조수화 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1567-1571 |
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Improved Early Exiting Activation to Accelerate Edge Inference
박준용 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1813-1817 |
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Uncertainty-Aware Knowledge Distillation for Collision Identification of Collaborative Robots
권우경 Sensors, v.21 no.19, pp.1-16 |
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Abnormal Situation Detection using Global Surveillance Map
신호철 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-4 |
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Kubernetes-based DL Offloading Framework for Optimizing GPU Utilization in Edge Computing
김철원 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.143-146 |
1 |
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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 |
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Arrhythmia Detection Using Convolutional Neural Networks with Temporal Attention Mechanism
주바이르 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1101-1103 |
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Learning based Wi-Fi RTT Range Estimation
정부금 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1030-1032 |
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Implementation of Generative Model Based Solver for Mathematical Word Problem with Linear Equations
김가영 International Conference on Platform Technology and Service (PlatCon) 2021, pp.52-56 |
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Deep Learning-based Signal Detection Technique for FTN Signaling-based Emergency Alert Communication System
백명선 International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2021, pp.1-3 |
5 |
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2021 |
Deep Learning for Human Activity Recognition Based on Causality Feature Extraction
황유민 IEEE Access, v.9, pp.112257-112275 |
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CEMO: Cloud Edge Architecture Development for a Multi Object Tracking
서지현 International Conference on Platform Technology and Service (PlatCon) 2021, pp.1-4 |
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Automatic Stroke Medical Ontology Augmentation with Standard Medical Terminology and Unstructured Textual Medical Knowledge
권순현 International Conference on Platform Technology and Service (PlatCon) 2021, pp.19-23 |
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Selecting Test Inputs for DNNs using Differential Testing with Subspecialized Model Instances
마유승 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) 2021, pp.1467-1470 |
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Anomaly Detection of Operating Equipment in Livestock Farms Using Deep Learning Techniques
박현 Electronics, v.10 no.16, pp.1-22 |
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Deep Learning-Based Stroke Disease Prediction System Using Real-Time Bio Signals
최윤아 Sensors, v.21 no.13, pp.1-17 |
51 |
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Hologram Reconstruction Using Cascaded Deep Learning Networks
추현곤 OSA Imaging and Applied Optics Congress 2021, pp.1-2 |
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Histological Image Segmentation and Classification Using Entropy-Based Convolutional Module
김화랑 IEEE Access, v.9, pp.90964-90976 |
2 |
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OpenCL-Darknet: Implementation and Optimization of OpenCL-based Deep Learning Object Detection Framework
구용본 World Wide Web : Internet and Web Information Systems, v.24 no.4, pp.1299-1319 |
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Analysis and Validation of Cross-Modal Generative Adversarial Network for Sensory Substitution
김무섭 International Journal of Environmental Research and Public Health, v.18 no.12, pp.1-22 |
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Sensor-data augmentation for human activity recognition with time-warping and data masking
정치윤 Multimedia Tools and Applications, v.80 no.14, pp.20991-21009 |
11 |
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Evaluations of AI-based Malicious PowerShell Detection with Feature Optimizations
송지현 ETRI Journal, v.43 no.3, pp.549-560 |
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PotholeEye+: Deep-Learning Based Pavement Distress Detection System toward Smart Maintenance
박주영 Computer Modeling in Engineering & Sciences, v.127 no.3, pp.965-976 |
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Multi-Input Deep Learning Based FMCW Radar Signal Classification
차대웅 Electronics, v.10 no.10, pp.1-11 |
12 |
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Accelerating On-Device Learning with Layer-Wise Processor Selection Method on Unified Memory
하동휘 Sensors, v.21 no.7, pp.1-19 |
3 |
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Method for Obtaining Better Traffic Survey Data
강미선 Electronics, v.10 no.7, pp.1-16 |
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Deep Learning-Based Prediction of Resource Block Usage Rate for Spectrum Saturation Diagnosis
장한승 IEEE Access, v.9, pp.59703-59714 |
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Zero-anaphora Resolution in Korean Based on Deep Language Representation Model: BERT
김영태 ETRI Journal, v.43 no.2, pp.299-312 |
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딥 뉴럴 네트워크를 이용한 다관절 로봇의 충돌 판별
권우경 대한임베디드공학회논문지, v.16 no.2, pp.35-41 |
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Deep Learning Model Generalization with Ensemble in Endoscopic Images
홍아영 International Endoscopy Computer Vision Challenge and Workshop (EndoCV) 2021, pp.80-89 |
5 |
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Adversarial Optimization-Based Knowledge Transfer of Layer-Wise Dense Flow for Image Classification
여도엽 Applied Sciences, v.11 no.8, pp.1-16 |
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A Supplementary Explanation for Experimental Environment of Implementation Methodologies of Deep Learning-based Signal Detection for Conventional MIMO Transmitters
백명선 IEEE Transactions on Broadcasting, v.67 no.1, pp.356-357 |
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Body and Hand-Object ROI-Based Behavior Recognition Using Deep Learning
변영현 Sensors, v.21 no.5, pp.1-23 |
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Phonetic Variation Modeling and a Language Model Adaptation for Korean English Code-Switching Speech Recognition
이담허 Applied Sciences, v.11 no.6, pp.1-14 |
2 |
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Identification of Patients with Sarcopenia Using Gait Parameters Based on Inertial Sensors
김정균 Sensors, v.21 no.5, pp.1-17 |
14 |
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Deep Visual Anomaly detection with Negative Learning
이진하 International Workshop on Frontiers of Computer Vision (IW-FCV) 2021 (CCIS 1405), pp.1-15 |
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Performance Evaluation of Fabric-Attached Memory Pool for AI Applications
김영우 International Conference on Electronics, Information and Communication (ICEIC) 2021, pp.586-589 |
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Edge Computing System applying Integrated Object Recognition based on Deep Learning
김귀훈 International Conference on Advanced Communications Technology (ICACT) 2021, pp.1-5 |
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Deep Learning Framework using Scalable Shared Memory Buffer Framework
임은지 International Conference on Electronics, Information and Communication (ICEIC) 2021, pp.542-544 |
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Integrating Dilated Convolution into DenseLSTM for Audio Source Separation
허운행 Applied Sciences, v.11 no.2, pp.1-19 |
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Two-Stage Classification Method for MSI Status Prediction Based on Deep Learning Approach
이현석 Applied Sciences, v.11 no.1, pp.1-11 |
8 |
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Dynamic Inference Approach Based on Rules Engine in Intelligent Edge Computing for Building Environment Control
Wenquan Jin Sensors, v.21 no.2, pp.1-21 |
17 |
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2020 |
Autonomous Reckless Driving Detection Using Deep Learning on Embedded GPUs
남우진 International Conference on Mobile Ad Hoc and Sensor Systems (MASS) 2020, pp.464-472 |
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2020 |
Autonomous Reckless Driving Detection Using Deep Learning on Embedded GPUs
허태욱 International Conference on Mobile Ad Hoc and Sensor Systems (MASS) 2020, pp.464-472 |
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2020 |
Synthesis of Holographic 3D Content based on Deep Learning
윤민성 International Display Workshops (IDW) 2020, pp.503-504 |
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2020 |
An Automatic Database Generation Algorithm for Local Optimization of CNN Object Detector for Edge Devices
이준구 International Conference on Consumer Electronics (ICCE) 2020 : Asia, pp.364-366 |
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2020 |
Deep Learning Methods for Universal MISO Beamforming
김준범 IEEE Wireless Communications Letters, v.9 no.11, pp.1894-1898 |
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Feasibility Study of Predicting Semiconductor Thin Film Thickness Based on 1D Convolutional Neural Network
박효빈 International Conference on Consumer Electronics (ICCE) 2020 : Asia, pp.266-269 |
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Urban Traffic Prediction using Congestion Diffusion Model
김성수 International Conference on Consumer Electronics (ICCE) 2020 : Asia, pp.360-363 |
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2020 |
A Simple and Fast Method to Detect Garbage Dumping using Pedestrian Attribute
강미선 International Conference on Consumer Electronics (ICCE) 2020 : Asia, pp.314-317 |
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2020 |
Develop and Evaluate of Intelligent Autonomous-ship Framework
문경덕 International Conference on Maritime Autonomous Surface Ship (ICMASS) 2020, pp.1-7 |
1 |
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2020 |
Development and Evaluation of High-Density Multi-GPU Sub-System Using PCI Express Expansion Hardware
김영우 International Conference on Consumer Electronics (ICCE) 2020 : Asia, pp.244-247 |
3 |
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2020 |
Deep Learning with Convolutional Neural Networks for Radar Imaging with FMCW MIMO radar
서지호 International Symposium on Precision Engineering and Sustainable Manufacturing (PRESM) 2020, pp.1-1 |
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2020 |
The Analysis of Image Acquisition Method for Anti-UAV Surveillance using Cameras Image
김영일 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.549-554 |
10 |
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2020 |
Design and Verification of Low Latency Access Network based on Mobile Edge Computing
이승규 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.978-980 |
1 |
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2020 |
Performance Analysis and Disaster Signal Detection Method based on Deep Learning using SDR Platform
송진혁 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1396-1398 |
0 |
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2020 |
Automatic Recognition of Children Engagement from Facial Video using Convolutional Neural Networks
윤우한 IEEE Transactions on Affective Computing, v.11 no.4, pp.696-707 |
31 |
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2020 |
Verification Method to Improve the Efficiency of Traffic Survey
강미선 International Conference on Control, Automation and Systems (ICCAS) 2020, pp.339-343 |
1 |
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2020 |
Design of a Convolutional Neural Network for Speech Emotion Recognition
이경희 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1332-1335 |
15 |
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2020 |
Pig Datasets of Livestock for Deep Learning to Detect Posture using Surveillance Camera
김유진 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1196-1198 |
8 |
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2020 |
A Study on Sports Player Tracking based on Video using Deep Learning
이정수 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1161-1163 |
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2020 |
Azimuth Angle Resolution Improvement Technique with Neural Network
김형주 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1384-1387 |
2 |
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2020 |
Image Coding based on Selective Super-Resolution Network
김연희 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1150-1154 |
1 |
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2020 |
Object Detection in Artworks Using Data Augmentation
전형주 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1312-1314 |
2 |
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2020 |
Learning Robot Manipulation based on Modular Reward Shaping
김성현 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.883-886 |
2 |
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2020 |
Forecasting Time-Series Trends by Merging Structured and Unstructured Datasets
박지상 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1230-1233 |
0 |
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2020 |
Multi-Scale Multi-Band Dilated DenseLSTM for Robust Recognition of Speech with Background Music
허운행 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1238-1241 |
0 |
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2020 |
Multi-sensor-based Detection and Tracking of Moving Objects for Relative Position Estimation in Autonomous Driving Conditions
김진우 Journal of Supercomputing, v.76 no.10, pp.8225-8247 |
10 |
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2020 |
Improved Recurrent Generative Adversarial Networks with Regularization Techniques and a Controllable Framework
이민혁 Information Sciences, v.538, pp.428-443 |
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2020 |
Explanation for Building Energy Prediction
김말희 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1168-1170 |
7 |
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2020 |
Scene-segmented Video Information Annotation System V2.0
이호재 International Conference on Multimedia (MM) 2020, pp.4506-4508 |
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2020 |
A Comparative Study on the Maritime Object Detection Performance of Deep Learning Models
문성원 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1155-1157 |
3 |
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2020 |
Data filtering for corrupted MIMIC III dataset with deep learning
진용식 International Conference on Control, Automation and Systems (ICCAS) 2020, pp.947-949 |
0 |
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2020 |
A Deep Learning-Based Hybrid Framework for Object Detection and Recognition in Autonomous Driving
Yanfen Li IEEE Access, v.8, pp.194228-194239 |
68 |
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2020 |
Deep Learning-based Method for Detecting Anomalies of Operating Equipment Dynamically in Livestock Farms
박현 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1182-1185 |
3 |
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2020 |
Performance Improvement of Video Classification using Generated Labeled Data
이호재 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1417-1419 |
0 |
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2020 |
An Application of LSTM Recurrent Networks to Expanding of Search Tree Nodes in Symbolic Planning
조준면 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1293-1295 |
1 |
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2020 |
A Method for Optimizing Deep Learning Object Detection in Edge Computing
김량수 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1164-1167 |
9 |
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2020 |
Light-weighted Network based Human Pose Estimation for Mobile AR Service
이병규 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1609-1612 |
3 |
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2020 |
AI-based Stroke Disease Prediction System Using Real-Time Electromyography Signals
유재학 Applied Sciences, v.10 no.19, pp.1-19 |
46 |
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2020 |
The Method for Providing of Parking Location Guidance Service in a Smart Parking Lot
김은주 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1899-1901 |
2 |
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2020 |
Extension of Rule-based SLICE Platform With Deep Learning Model
김현학 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1893-1895 |
1 |
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2020 |
Knowledge Distillation based Compact Model Learning Method for Object Detection
고종국 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1276-1278 |
3 |
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2020 |
Analysis of Outdoor Positioning Results using Deep Learning Based LTE CSI-RS Data
전주일 Journal of Positioning, Navigation, and Timing, v.9 no.3, pp.169-173 |
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2020 |
A Positioning DB Generation Algorithm Applying Generative Adversarial Learning Method of Wireless Communication Signals
지명인 Journal of Positioning, Navigation, and Timing, v.9 no.3, pp.151-156 |
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2020 |
Development of Real-Time Hand Gesture Recognition for Tabletop Holographic Display Interaction Using Azure Kinect
이찬휘 Sensors, v.20 no.16, pp.1-13 |
13 |
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학술지
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2020 |
Reinforcement Learning-based Path Generation using Sequential Pattern Reduction and Self-directed Curriculum Learning
김태우 IEEE Access, v.8, pp.147790-147807 |
7 |
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2020 |
Toward Unbiased Facial Expression Recognition in the Wild via Cross-Dataset Adaptation
한병옥 IEEE Access, v.8, pp.159172-159181 |
10 |
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2020 |
Spatiotemporal Algal Bloom Prediction of Geum River, Korea Using the Deep Learning Models in Company With the EFDC Model
장미영 Summer Simulation Conference (SummerSim) 2020, pp.1-11 |
0 |
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2020 |
Towards the Perceptual Quality Enhancement of Low Bit-rate Compressed Images
김연희 Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2020, pp.565-569 |
8 |
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2020 |
License Plate Image Generation using Generative Adversarial Networks for End-To-End License Plate Character Recognition froma Small Set of Real Images
한병길 Applied Sciences, v.10 no.8, pp.1-16 |
20 |
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2020 |
Forecast Uncertainty-based Performance Degradation Diagnosis of Solar PV Systems
이현용 IET Renewable Power Generation, v.14 no.6, pp.968-975 |
3 |
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2020 |
Early Wildfire Detection Using Convolutional Neural Network
오선호 International Workshop on Frontiers of Computer Vision (IW-FCV) 2020 (CCIS 1212), pp.18-30 |
8 |
원문
|
학술지
|
2020 |
Posture Recognition Using Ensemble Deep Models under Various Home Environments
변영현 Applied Sciences, v.10 no.4, pp.1213-28 |
20 |
원문
|
학술대회
|
2020 |
User Mobility Synthesis based on Generative Adversarial Networks: A Survey
신승재 International Conference on Advanced Communications Technology (ICACT) 2020, pp.94-103 |
7 |
원문
|
학술대회
|
2020 |
Edge Camera System Using Deep Learning Method with Model Compression on Embedded Applications
최윤원 International Conference on Consumer Electronics (ICCE) 2020, pp.1-4 |
5 |
원문
|
학술지
|
2020 |
Hardware Resource Analysis in Distributed Training with Edge Devices
박시형 Electronics, v.9 no.1, pp.1-13 |
4 |
원문
|
학술대회
|
2019 |
Providing Full Parallax Effect on the Table-top Holographic Display using Deep Learning based Pupil Tracking
추현곤 Korea-Japan Workshop on Digital Holography and Information Photonics (DHIP) 2019, pp.61-61 |
|
|
학술대회
|
2019 |
Deep Learning Model Validation Method based on the Shared Memory in Distributed High Performance Computing
임은지 International Conference on Internet (ICONI) 2019, pp.384-385 |
|
|
학술지
|
2019 |
Interworking Technology of Neural Network and Data among Deep Learning Frameworks
박재복 ETRI Journal, v.41 no.6, pp.760-770 |
2 |
원문
|
학술지
|
2019 |
Cyber Threat Detection Based on Artificial Neural Networks Using Event Profiles
이종훈 IEEE Access, v.7, pp.165607-165626 |
80 |
원문
|
학술대회
|
2019 |
Parallax-tolerant Video Stitching with Moving Foregrounds
무하마드 Asian Conference on Pattern Recognition (ACPR) 2019 (LNCS 12047), pp.1-14 |
1 |
원문
|
학술대회
|
2019 |
A Study on Acoustic Parameter Selection Strategies to Improve Deep Learning-Based Speech Synthesis
강현주 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC) 2019, pp.618-622 |
0 |
원문
|
학술대회
|
2019 |
Residual Seq2Seq Model for Building Energy Management
김말희 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1126-1128 |
1 |
원문
|
학술대회
|
2019 |
Depth Attention Net
김혜진 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1110-1112 |
0 |
원문
|
학술대회
|
2019 |
A Study on Speech Emotion Recognition Using a Deep Neural Network
이경희 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1162-1165 |
20 |
원문
|
학술대회
|
2019 |
Real-Time Texture Synthesis via Aggregation of Internal and External Patch Candidates
유석봉 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1446-1450 |
0 |
원문
|
학술지
|
2019 |
DL-TCP: Deep Learning-Based Transmission Control Protocol for Disaster 5G mmWave Networks
나웅수 IEEE Access, v.7, pp.145134-145144 |
24 |
원문
|
학술대회
|
2019 |
Fire in Your Hands: Understanding Thermal Behavior of Smartphones
강수원 International Conference on Mobile Computing and Networking (MobiCom) 2019, pp.1-16 |
25 |
원문
|
학술대회
|
2019 |
Evaluation of Object Recognition Intelligence of Social Robots
조미영 International Conference on Control, Automation and Systems (ICCAS) 2019, pp.1207-1210 |
0 |
원문
|
학술대회
|
2019 |
Lightweight Deep Embeddings Fusion Methods for Face Verification on Mobile Devices
김영삼 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1133-1136 |
0 |
원문
|
학술대회
|
2019 |
Intelligent Interaction System Capable of Autonomous Mobility for At-Home Workouts
노삼열 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.653-657 |
0 |
원문
|
학술대회
|
2019 |
Structure of Deep Learning Inference Engines for Embedded Systems
유승목 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.920-922 |
2 |
원문
|
학술대회
|
2019 |
Device Profile Design and Extension Implementation for Intelligent Service Processing of Low Performance Intelligent Platform
김현학 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1-3 |
0 |
원문
|
학술대회
|
2019 |
A Risk Estimation Approach based on Deep Learning in Shipbuilding Industry
최유희 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1438-1441 |
8 |
원문
|
학술대회
|
2019 |
A Comparative Study on the Ship Classification Performance of the Deep Learning Model According to Dataset Difference
문성원 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1428-1430 |
2 |
원문
|
학술대회
|
2019 |
Actor-centric Short-clip Generation System
임동혁 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.658-660 |
0 |
원문
|
학술대회
|
2019 |
Uncertainty-aware Deep Learning Forecast using Dropout-based Ensemble Method
이현용 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1120-1125 |
2 |
원문
|
학술대회
|
2019 |
3D Human Pose Machine with a ToF Sensor using Pre-trained Convolutional Neural Networks
김종성 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1018-1020 |
2 |
원문
|
학술지
|
2019 |
Uncertainty-aware Forecast Interval for Hourly PV Power Output
이현용 IET Renewable Power Generation, v.13 no.14, pp.2656-2664 |
6 |
원문
|
학술대회
|
2019 |
Identity, Gender, and Age Recognition Convergence System for Robot Environments
장재윤 International Symposium on Robot and Human Interactive Communication (RO-MAN) 2019, pp.1-8 |
1 |
원문
|
학술대회
|
2019 |
Implementation of Yolo-v2 Image Recognition and Other Testbenches for a CNN Accelerator
김찬 International Conference on Consumer Electronics (ICCE) 2019 : Berlin, pp.242-247 |
7 |
원문
|
학술지
|
2019 |
An Energy-Efficient Method for Human Activity Recognition with Segment-Level Change Detection and Deep Learning
정치윤 Sensors, v.19 no.17, pp.1-16 |
15 |
원문
|
학술지
|
2019 |
Implementation Methodologies of Deep Learning-Based Signal Detection for Conventional MIMO Transmitters
백명선 IEEE Transactions on Broadcasting, v.65 no.3, pp.636-642 |
68 |
원문
|
학술대회
|
2019 |
Deep-learning Based Adaptive Beam Management Technique for Mobile High-speed 5G mmWave Networks
나웅수 International Conference on Consumer Electronics (ICCE) 2019 : Berlin, pp.149-151 |
8 |
원문
|
학술대회
|
2019 |
A study of Defect Classification in Ceramic Materials using Deep Learning
김혜진 International Workshop on Big Data for Ceramics and Smart Manufacturing (BDCSM) 2019, pp.1-5 |
|
|
학술대회
|
2019 |
Deep Learning based PowerShell Analysis with the Abstract Syntax Tree
송지현 USENIX Security Symposium 2019, pp.1-1 |
|
|
학술대회
|
2019 |
Deep Learning for Forecasting Production Quantity of Ferro-alloy in Electric Arc Furnaces (EAF)
오상원 International Conference on Big Data Applications and Services (BigDAS) 2019, pp.1-9 |
|
|
학술지
|
2019 |
Lightweight Driver Monitoring System Based on Multi-Task Mobilenets
김휘 Sensors, v.19 no.14, pp.1-18 |
33 |
원문
|
학술지
|
2019 |
Confidence-aware Deep Learning Forecasting System for Daily Solar Irradiance
이현용 IET Renewable Power Generation, v.13 no.10, pp.1681-1689 |
9 |
원문
|
학술지
|
2019 |
Multi-Scale Detector for Accurate Vehicle Detection in Traffic Surveillance Data
김광주 IEEE Access, v.7, pp.78311-78319 |
60 |
원문
|
학술대회
|
2019 |
Distortion Element Estimation Technique based on Deep Learning for Self-Interference Cancellation of Full Duplex Communication System
백명선 International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2019, pp.1-4 |
1 |
원문
|
학술대회
|
2019 |
Deep Learning based Moving Object Detection using Portable Camera
조재민 International Conference on Ubiquitous Robots (UR) 2019, pp.1-2 |
|
|
학술지
|
2019 |
Sensor Data Acquisition and Multimodal Sensor Fusion for Human Activity Recognition Using Deep Learning
정승은 Sensors, v.19 no.7, pp.1-20 |
122 |
원문
|
학술대회
|
2019 |
DL-Dashboard: User-friendly Deep Learning Model Development Environment
박유미 International Conference on Intelligent User Interfaces (IUI) 2019, pp.73-74 |
0 |
원문
|
학술대회
|
2019 |
Multiple RF Signal Detection with Deep Learning Algorithms in Severe Communication Environments
백명선 GPU Technology Conference (GTC) 2019, pp.1-1 |
|
|
학술지
|
2019 |
비주얼 서보잉을 위한 딥러닝 기반 물체 인식 및 자세 추정
조재민 로봇학회논문지, v.14 no.1, pp.1-7 |
|
원문
|
학술지
|
2019 |
A Survey of Deep Learning-based Network Anomaly Detection
권동운 Cluster Computing, v.22 no.Supp.1, pp.949-961 |
398 |
원문
|
학술대회
|
2018 |
Long Short-Term Memory Recurrent Neural Network for Urban Traffic Prediction: A Case Study of Seoul
이용주 International Conference on Intelligent Transportation Systems (ITSC) 2018, pp.1279-1284 |
20 |
원문
|
학술대회
|
2018 |
Video Generation and Synthesis Network for Long-term Video Interpolation
김나영 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC) 2018, pp.705-709 |
3 |
원문
|
학술대회
|
2018 |
A Scalable Client-server based Multi-drone Simulation Architecture Supporting Efficient Machine Learning
이수전 International Conference on Applied Computing (AC) 2018, pp.380-384 |
0 |
|
학술대회
|
2018 |
Distributed Deep Learning Framework based on Shared Memory for Fast Deep Neural Network Training
임은지 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1239-1242 |
12 |
원문
|
학술대회
|
2018 |
Performance Study of Distributed Big Data Analysis in YARN Cluster
안후영 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1261-1266 |
4 |
원문
|
학술대회
|
2018 |
Bayesian Deep Learning-based Confidence-aware Solar Irradiance Forecasting System
이현용 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1233-1238 |
5 |
원문
|
학술대회
|
2018 |
An Ensemble Method of CNN Models for Object Detection
이진수 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.898-901 |
16 |
원문
|
학술지
|
2018 |
Deep Learning-based Classification with Improved Time Resolution for Physical Activities of Children
장용원 PeerJ, v.6, pp.1-23 |
11 |
원문
|
학술대회
|
2018 |
Sensor Positioning and Data Acquisition for Activity Recognition using Deep Learning
정승은 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.154-159 |
8 |
원문
|
학술대회
|
2018 |
QoS guaranteed Small Cell ON/OFF Techniques Based on Deep learning
박태윤 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.805-808 |
|
|
학술대회
|
2018 |
GPU Usage Estimation of Deep Learning Training Function for Serverless Computing
김재열 International Conference on WWW/Internet (ICWI) 2018, pp.101-108 |
0 |
|
학술대회
|
2018 |
Deep-Learning-Based Pipe Leak Detection Using Image-Based Leak Features
배지훈 International Conference on Image Processing (ICIP) 2018, pp.2361-2365 |
13 |
원문
|
학술대회
|
2018 |
3D Articulated Human Motion Analysis System Using a Single Low-Cost RGB-D Sensor
김종성 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1446-1448 |
2 |
원문
|
학술대회
|
2018 |
Convolutional Recurrent Neural Networks for Urban Sound Classification using Raw Waveforms
상종희 European Signal Processing Conference (EUSIPCO) 2018, pp.2444-2448 |
50 |
원문
|
학술대회
|
2018 |
Crops Disease Diagnosing using Image-based Deep Learning Mechanism
박현 International Conference on Computing and Network Communications (CoCoNet) 2018, pp.23-26 |
34 |
원문
|
학술대회
|
2018 |
Standardization of Furnace Big Data for Deep Learning using Cubic Convolution Interpolation
봉선종 International Conference on Big Data Applications and Services (BigDAS) 2018, pp.147-152 |
|
|
학술대회
|
2018 |
ShmCaffe: A Distributed Deep Learning Platform with Shared Memory Buffer for HPC Architecture
안신영 International Conference on Distributed Computing Systems (ICDCS) 2018, pp.1118-1128 |
18 |
원문
|
학술대회
|
2018 |
Automated Mass Detection on Digital Breast Tomosynthesis Images Using Deep Learning Based Localization Methods
정지욱 International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS) 2018, pp.S256-S257 |
2 |
원문
|
학술지
|
2018 |
Soft Memory Box: A Virtual Shared Memory Framework for Fast Deep Neural Network Training in Distributed High Performance Computing
안신영 IEEE Access, v.6, pp.26493-26504 |
13 |
원문
|
학술대회
|
2018 |
A Novel Shared Memory Framework for Distributed Deep Learning in High-Performance Computing Architecture
안신영 International Conference on Software Engineering (ICSE) 2018, pp.191-192 |
9 |
원문
|
학술지
|
2018 |
Convolutional Neural Network-based Classification System Design with Compressed Wireless Sensor Network Images
안정모 PLOS ONE, v.13 no.5, pp.1-25 |
25 |
원문
|
학술지
|
2018 |
Deep Learning based Pilot Allocation Scheme (DL-PAS) for 5G Massive MIMO System
김귀훈 IEEE Communications Letters, v.22 no.4, pp.828-831 |
93 |
원문
|
학술대회
|
2018 |
Deep Learning-based Behavior Generation for Social Robots
고우리 International Conference on Human-Robot Interaction (HRI) 2018 : Workshop, pp.1-3 |
|
|
학술대회
|
2018 |
Decoding of Polar Code by Using Deep Feed-Forward Neural Networks
서지훈 International Conference on Computing, Networking and Communications (ICNC) 2018 : Workshop, pp.238-242 |
30 |
원문
|
학술대회
|
2018 |
Theme-Related Keyword Extraction from Free Text Descriptions of Image Contents for Tagging
조준면 International Conference on Advanced Communications Technology (ICACT) 2018, pp.537-541 |
0 |
원문
|
학술대회
|
2018 |
High-Speed 2D Human Motion Analysis Using Multi-Exposure Imaging and Deep Learning
김종성 영상 처리 및 이해에 관한 워크샵 (IPIU) 2018, pp.1-2 |
|
|
학술대회
|
2018 |
General Labelled Data Generator Framework for Network Machine Learning
김귀훈 International Conference on Advanced Communications Technology (ICACT) 2018, pp.1-5 |
5 |
원문
|
학술대회
|
2018 |
Shot Category Detection based on Object Detection Using Convolutional Neural Networks
정덕규 International Conference on Advanced Communications Technology (ICACT) 2018, pp.36-39 |
6 |
원문
|
학술대회
|
2018 |
Movie Recommendation using Metadata based Word2Vec Algorithm
윤여찬 International Conference on Platform Technology and Service (PlatCon) 2018, pp.33-37 |
12 |
원문
|
학술대회
|
2018 |
OpenCL-Darknet: An OpenCL Implementation for Object Detection
구용본 International Workshop on Driving Computing Platform for Autonomous Vehicles (DrivComp) 2018, pp.631-634 |
5 |
원문
|
학술대회
|
2018 |
Data Analysis Platform using Open Source based Deep Learning Engine
김아영 International Conference on Platform Technology and Service (PlatCon) 2018, pp.6-10 |
2 |
원문
|
학술대회
|
2017 |
Concurrent Execution of Multiple Deep Learning Applications on GPU
김재열 Future Generation Information Technology (FGIT) 2017 (ASTL 148), pp.35-41 |
|
|
학술지
|
2017 |
무인기 탑재 다중 센서 기반 국지 산불 감시 및 상황 대응 플랫폼 설계 및 구현
신원재 한국정보전자통신기술학회논문지, v.10 no.6, pp.626-632 |
|
원문
|
학술대회
|
2017 |
A Study of Evaluation Metrics and Datasets for Video Captioning
박재휘 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) 2017, pp.172-175 |
11 |
원문
|
학술대회
|
2017 |
Image-based Disease Diagnosing and Predicting of the Crops through the Deep Learning Mechanism
박현 International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.129-131 |
42 |
원문
|
학술지
|
2017 |
Robust Deep Age Estimation Method Using Artificially Generated Image Set
전승혁 ETRI Journal, v.39 no.5, pp.643-651 |
11 |
원문
|
학술대회
|
2017 |
Accelerating Training of DNN in Distributed Machine Learning System with Shared Memory
임은지 International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1210-1213 |
7 |
원문
|
학술지
|
2017 |
Robust Deep Age Estimation Method Using Artificially Generated Image Set
장재윤 ETRI Journal, v.39 no.5, pp.643-651 |
11 |
원문
|
학술대회
|
2017 |
Malware Detection using Malware Image and Deep Learning
최선오 International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1194-1196 |
26 |
원문
|
학술대회
|
2017 |
Multi-Site Photovoltaic Power Generation Forecasts based on Deep-learning Algorithm
이정인 International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1119-1121 |
9 |
원문
|
학술대회
|
2017 |
A Deep-Learning based Native-Language Classification by using a Latent Semantic Analysis for the NLI Shared Task 2017
오유리 Workshop on Innovative Use of NLP for Building Educational Applications, pp.413-422 |
|
|
학술대회
|
2017 |
Appearance and Motion based Deep Learning Architecture for Moving Object Detection in Moving Camera
허병호 International Conference on Image Processing (ICIP) 2017, pp.1827-1831 |
20 |
원문
|
학술대회
|
2017 |
A Deep Learning Convolution Architecture for Simple Embedded Applications
김찬 International Conference on Consumer Electronics (ICCE) 2017 : Berlin, pp.20-24 |
0 |
원문
|
학술대회
|
2017 |
Reduction of Overfitting in Diabetes Prediction Using Deep Learning Neural Network
Akm Ashiquzzaman International Conference on IT Convergence and Security (ICITCS) 2017 (LNEE 449), v.449, pp.35-43 |
57 |
원문
|
학술대회
|
2017 |
Deep-Learning Based Automatic Spontaneous Speech Assessment in a Data-Driven Approach for the 2017 SLaTE CALL Shared Challenge
오유리 Speech and Language Technology in Education (SLaTE) Workshop 2017, pp.111-116 |
|
|
학술대회
|
2017 |
Vehicle Type Classification Using Bagging and Convolutional Neural Network on Multi View Surveillance Image
김병근 Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2017, pp.914-919 |
45 |
원문
|
학술대회
|
2017 |
Deep Learning-Based Vehicle Classification Using an Ensemble of Local Expert and Global Networks
이종택 Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2017, pp.920-925 |
23 |
원문
|
학술대회
|
2017 |
The Mass Detection Method in Synthetic Mammograms using Deep Learning
채승훈 International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS) 2017, pp.S274-S275 |
|
|
학술대회
|
2016 |
Forest Fire Monitoring System based on Aerial Image
김성현 International Conference on Information and Communication Technologies for Disaster Management (ICT-DM) 2016, pp.1-6 |
37 |
원문
|
학술대회
|
2016 |
Speech emotion recognition using convolutional and Recurrent Neural Networks
임우택 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC) 2016, pp.1-4 |
277 |
원문
|
학술대회
|
2016 |
Selective Inference for Accelerating Deep Learning-based Image Classification
이현용 International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.135-137 |
5 |
원문
|
학술대회
|
2016 |
Initializing Deep Learning Based on Latent Dirichlet Allocation for Document Classification
전형배 International Conference on Neural Information Processing (ICONIP) 2016 (LNCS 9949), v.9949, pp.634-641 |
1 |
원문
|
학술대회
|
2016 |
Real-Time Personalized Facial Expression Recognition System based on Deep Learning
이인재 International Conference on Consumer Electronics (ICCE) 2016, pp.267-268 |
16 |
원문
|
학술지
|
2015 |
딥 러닝과 마르코프 랜덤 필드를 이용한 동영상 내 그림자 검출
이종택 멀티미디어학회논문지, v.18 no.12, pp.1432-1438 |
|
원문
|
학술대회
|
2015 |
Moving Shadow Detection from Background Image and Deep Learning
이종택 Pacific-Rim Symposium on Image and Video Technology (PSIVT) 2015, pp.1-8 |
|
|
학술대회
|
2015 |
Development of Deep Learning-Based Facial Expression Recognition System
정희철 Korea-Japan Joint Workshop on Frontiers of Computer Vision (FCV) 2015, pp.1-4 |
44 |
원문
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