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6 |
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A Method on Neural Network Optimization Deployment Frameworks for Lightweight Target Devices
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Perceptual Improvement of Deep Neural Network (DNN) Speech Coder Using Parametric and Non-parametric Density Models
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Breath Analysis System with Convolutional Neural Network (CNN) for Early Detection of Lung Cancer
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Convolutional Neural Network-based Generation and Enhancement for Inter Prediction of Versatile Video Coding (VVC)
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An Efficient AER Interface Circuit for Scalable Spiking Neural Networks
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Tensor slicing and optimization for multicore NPUs
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Learning to Discriminate Information for Online Action Detection: Analysis and Application
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A robust collision prediction and detection method based on neural network for autonomous delivery robots
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Classification of Research Papers on Radio Frequency Electromagnetic Field (RF-EMF) Using Graph Neural Networks (GNN)
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Enhanced Results on Sampled-Data Synchronization for Chaotic Neural Networks With Actuator Saturation Using Parameterized Control
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Machine Learning-Based Solution for Thermomechanical Analysis of MMIC Packaging
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Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks
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Heterogeneous Structure Omnidirectional Strain Sensor Arrays With Cognitively Learned Neural Networks
이준호 Advanced Materials, v.35 no.13, pp.1-11 |
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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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Unbiased Heterogeneous Scene Graph Generation with Relation-Aware Message Passing Neural Network
윤강훈 The Association for the Advancement of Artificial Intelligence Conference on Artificial Intelligence (AAAI) 2023, pp.3285-3294 |
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Unbiased Heterogeneous Scene Graph Generation with Relation-Aware Message Passing Neural Network
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Analysis on the Neural Network-aided Satellite Resource Allocation Schemes
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Bespoke: A Block-Level Neural Network Optimization Framework for Low-Cost Deployment
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Training Methods Considering Block Partitioning for Neural Networks-Based Intra Prediction
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Automatic Depression Detection Using Smartphone-Based Text-Dependent Speech Signals: Deep Convolutional Neural Network Approach
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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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Feature Clustering and Reordering Method for Neural Network Feature Compression
최민석 International Workshop on Advanced Image Technology (IWAIT) 2023, pp.49-49 |
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Symmetry Preprocessing Architecture for Neural Network Quantum Error Decoder
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Rule Training for VMI Sketch in Developmental Testing based on a Deep Neural Network
이태균 Conference on Neural Information Processing Systems (NeurIPS) 2022 : Workshop, pp.1-5 |
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PathGAN: Local path planning with attentive generative adversarial networks
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Deep learning-based scalable and robust channel estimator for wireless cellular networks
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Distance Measurement Method Using Neural Network Learning of Microwave Reflection Signals
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REET: Region-Enhanced Transformer for Person Re-Identification
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A Study on the Low-Power Operation of the Spike Neural Network Using the Sensory Adaptation Method
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End-to-end Stereo Audio Coding Using Deep Neural Networks
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Brain-inspired Predictive Coding Improves the Performance of Machine Challenging Tasks
이장호 Frontiers in Computational Neuroscience, v.16, pp.1-14 |
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Classification Framework of the Bearing Faults of an Induction Motor Using Wavelet Scattering Transform-Based Features
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CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution
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Comparison between STDP and Gradient-descent Training Processes for Spiking Neural Networks Using MNIST Digits
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Sound Event Localization and Detection using Spatial Feature Fusion
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A layer-wise frequency scaling for a neural processing unit
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Efficient Human Action Recognition with Dual-Action Neural Networks for Virtual Sports Training
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Defect corrections for coherent optical information processing of grayscale images in a DMD-based 4f-system using a collimated light source
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Real-time semantic segmentation on edge devices: A performance comparison of segmentation models
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Driver Drowsiness Detection based on 3D Convolution Neural Network with Optimized Window Size
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Deployment Framework Design Techniques for Optimized Neural Network Applications
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Self-Conditional Crowd Activity Detection Network with Multi-label Classification Head
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A Study on NeRF-based Synthetic Image Generation and Post-processing Method for Object Detection
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On the Hardness of Pruning NASNet
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Target Classification Using Frontal Images Measured by 77 GHz FMCW Radar through DCNN
Mohamed Elbeialy Applied Sciences, v.12 no.20, pp.1-9 |
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LazyNet: Lazy Entry Neural Networks for Accelerated and Efficient Inference
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Spiking Neural Networks(SNN)를 위한 컴파일러 구조와 매핑 알고리즘 성능 분석
김용주 문화기술의 융합, v.8 no.5, pp.613-618 |
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Optimization of Deep Neural Network (DNN) Speech Coder Using a Multi Time Scale Perceptual Loss Function
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3 |
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Soft Computing Techniques Aware Clustering-Based Routing Protocols in Vehicular Ad Hoc Networks: A Review
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10 |
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Deep Transfer Learning-Based Fault Diagnosis Using Wavelet Transform for Limited Data
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STG-OceanWaveNet: Spatio-temporal geographic information guided ocean wave prediction network
김진아 Ocean Engineering, v.257, pp.1-13 |
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Semi-Supervised Domain Adaptation for Multi-Label Classification on Nonintrusive Load Monitoring
허청환 Sensors, v.22 no.15, pp.1-20 |
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Implicit Semantic Data Augmentation for Hand Pose Estimation
서경은 IEEE Access, v.10, pp.84680-84688 |
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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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A Bearing Fault Classification Framework Based on Image Encoding Techniques and a Convolutional Neural Network under Different Operating Conditions
Rafia Nishat Toma Sensors, v.22 no.13, pp.1-23 |
14 |
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Parameterized Luenberger-Type H∞ State Estimator for Delayed Static Neural Networks
진용식 IEEE Transactions on Neural Networks and Learning Systems, v.33 no.7, pp.2791-2800 |
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Spiking Neural Networks-inspired Signal Detection Based on Measured Body Channel Response
강태욱 IEEE Transactions on Instrumentation and Measurement, v.71, pp.1-17 |
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Attention-LRCN: Long-term Recurrent Convolutional Network for Mental Stress Assessment from Photoplethysmography
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5 |
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M3FPU: Multiformat Matrix Multiplication FPU Architectures for Neural Network Computations
전원 International Conference on Artificial Intelligence Circuits and Systems (AICAS) 2022, pp.150-153 |
1 |
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Anomaly Detection Method for Drone Navigation System Based on Deep Neural Network
서성훈 Journal of Positioning, Navigation, and Timing, v.11 no.2, pp.109-117 |
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Sensing Range Extension for Short-Baseline Stereo Camera Using Monocular Depth Estimation
서범수 Sensors, v.22 no.12, pp.1-15 |
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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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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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DG-based SPO Tuple Recognition using Self-attention M-Bi- LSTM
정준영 ETRI Journal, v.44 no.3, pp.438-449 |
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Companion Mobility to Assist in Future Human Location Prediction
Quan T. Ngo IEEE Access, v.10, pp.68111-68125 |
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Machine Learning-based Vision-aided Beam Selection for mmWave Multi-User MISO System
안혜민 IEEE Wireless Communications Letters, v.11 no.6, pp.1263-1267 |
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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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Spatiotemporal neural network with attention mechanism for El Nino forecasts
김진아 Scientific Reports, v.12, 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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Deep Neural Network (DNN) Audio Coder Using A Perceptually Improved Training Method
신승민 International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2022, pp.871-875 |
4 |
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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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Gating Mechanism in Deep Neural Networks for Resource-Efficient Continual Learning
진현동 IEEE Access, v.10, pp.18776-18786 |
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Descriptor-based video coding for machine for multi-task
이진영 International Workshop on Advanced Image Technology (IWAIT) 2022 (SPIE 12177), pp.1-5 |
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Material Type Recognition of Indoor Scenes via Surface Reflectance Estimation
이석영 IEEE Access, v.10, pp.134-143 |
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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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Scalable and Efficient Neural Speech Coding: A Hybrid Design
Kai Zhen IEEE/ACM Transactions on Audio, Speech, and Language Processing, v.30, pp.12-25 |
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Energy Efficient Spiking Neural Network Processing using Approximate Arithmetic Units and Variable Precision Weights
Yi Wang Journal of Parallel and Distributed Computing, v.158, pp.164-175 |
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Battery State-of-Health Estimation Using Machine Learning and Preprocessing with Relative State-of-Charge
조성우 Energies, v.14 no.21, pp.1-16 |
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Block-wiseWord Embedding Compression Revisited: BetterWeighting and Structuring
이종률 Findings of the Association for Computational Linguistics: EMNLP 2021, pp.4379-4388 |
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Health Management Technology for Estimating the Remaining Useful Life of Household Appliances
김낙우 International Conference on Consumer Electronics (ICCE) 2021 : Asia, pp.1-3 |
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Augmentation of limited input data using an artificial neural network method to improve the accuracy of water quality modeling in a large lake
김재영 Journal of Hydrology, v.602, pp.1-13 |
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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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Convolutional Neural Network for Implementing a 2D Median Filter
정순철 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.290-292 |
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Machine Learning-Based Classification of Dependence in Ambulation in Stroke Patients Using Smartphone Video Data
박은희 Journal of Personalized Medicine, v.11 no.11, pp.1-11 |
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Machine Learning-Based Classification of Dependence in Ambulation in Stroke Patients Using Smartphone Video Data
이종택 Journal of Personalized Medicine, v.11 no.11, pp.1-11 |
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Fast Anomaly Detection Model based on Long Sequences for Energy Storage Systems
남홍순 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1091-1094 |
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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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Implementing Practical DNN-Based Object Detection Offloading Decision for Maximizing Detection Performance of Mobile Edge Devices
윤기하 IEEE Access, v.9, pp.140199-140211 |
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Reusing Agent’s Representations for Adaptation to Tuned-environment in Fighting Game
김대욱 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1120-1124 |
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An Empirical Study on Channel Pruning through Residual Connections
이종률 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1380-1382 |
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2021 |
Enhancing the Data Regularization Effect with Randomly Combined Features for Object Detection
김지연 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1065-1068 |
0 |
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2021 |
Practical Dense-to-Sparse Learning for a Manageable Object Detector on the Ground
문용혁 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1453-1455 |
0 |
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2021 |
Improved Early Exiting Activation to Accelerate Edge Inference
박준용 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1813-1817 |
2 |
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2021 |
Uncertainty-Aware Knowledge Distillation for Collision Identification of Collaborative Robots
권우경 Sensors, v.21 no.19, pp.1-16 |
7 |
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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 |
9 |
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2021 |
Supervised Service Classification using Downlink Control Indicator in LTE Physical Downlink Control Channel
손정우 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1533-1536 |
4 |
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2021 |
Arrhythmia Detection Using Convolutional Neural Networks with Temporal Attention Mechanism
주바이르 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1101-1103 |
1 |
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2021 |
DNN Inference Offloading for Object Detection in 5G Multi-access Edge Computing
김근용 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.389-392 |
5 |
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2021 |
DARS: Data Augmentation using Refined Segmentation on Computer Vision Tasks
조영훈 International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1-3 |
1 |
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2021 |
Fall Recognition System to Determine the Point of No Return in Real?Time
김배선 Applied Sciences, v.11 no.18, pp.1-12 |
0 |
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2021 |
Coded Speech Enhancement Using Neural Network-Based Vector-Quantized Residual Features
천영주 International Speech Communication Association (INTERSPEECH) 2021, pp.1664-1668 |
2 |
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2021 |
Development of a Psychoacoustic Loss Function for the Deep Neural Network (DNN)-Based Speech Coder
변준 International Speech Communication Association (INTERSPEECH) 2021, pp.1694-1698 |
5 |
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2021 |
Enhancement of Coded Speech Using Neural Network-Based Side Information
황수중 IEEE Access, v.9, pp.121532-121540 |
2 |
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2021 |
Deep transfer learning for the classification of variable sources
김대원 Astronomy & Astrophysics, v.653, pp.1-16 |
4 |
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2021 |
Speech Emotion Recognition Using 2D-CNN with Mel-Frequency Cepstrum Coefficients
엄영식 Journal of Information and Communication Convergence Engineering, v.19 no.3, pp.148-154 |
9 |
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2021 |
Adversarial Training With Stochastic Weight Average
황중원 International Conference on Image Processing (ICIP) 2021, pp.814-818 |
3 |
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2021 |
A Study on Rainfall Prediction based on Meteorological Time Series
홍강운 International Conference on Ubiquitous and Future Networks (ICUFN) 2021, pp.1-3 |
3 |
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2021 |
CEMO: Cloud Edge Architecture Development for a Multi Object Tracking
서지현 International Conference on Platform Technology and Service (PlatCon) 2021, pp.1-4 |
0 |
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2021 |
Anomaly Detection of Operating Equipment in Livestock Farms Using Deep Learning Techniques
박현 Electronics, v.10 no.16, pp.1-22 |
6 |
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2021 |
Deep Learning for Human Activity Recognition Based on Causality Feature Extraction
황유민 IEEE Access, v.9, pp.112257-112275 |
9 |
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2021 |
What Do Pedestrians See?: Left Right Pose Classification in Pedestrian-View Using LRPose Recognizer
최승민 International Conference on Ubiquitous Robots (UR) 2021, pp.1-4 |
0 |
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2021 |
Neural Network-assisted Dynamic Pattern Recognition based on Flexible Piezoelectric Nanocomposites
민유림 International Nanotech Symposium and Nano-Convergence Expo (NANO KOREA) 2021, pp.1-1 |
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2021 |
Segmentation-Based Seam Cutting for High-Resolution 360-Degree Video Stitching
김태하 IEEE Access, v.9, pp.93018-93032 |
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2021 |
Histological Image Segmentation and Classification Using Entropy-Based Convolutional Module
김화랑 IEEE Access, v.9, pp.90964-90976 |
2 |
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2021 |
Convolutional Neural Network-based Intrusion Detection System for AVTP Streams in Automotive Ethernet-based Networks
정성훈 Vehicular Communications, v.29, pp.1-11 |
40 |
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2021 |
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 |
12 |
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2021 |
Character Detection in Animated Movies Using Multi-Style Adaptation and Visual Attention
김하연 IEEE Transactions on Multimedia, v.23, pp.1990-2004 |
0 |
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2021 |
Cross-Corpus Speech Emotion Recognition Based on Few-Shot Learning and Domain Adaptation
안영도 IEEE Signal Processing Letters, v.28, pp.1190-1194 |
23 |
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2021 |
Ensemble Three-Stream RGB-S Deep Neural Network for Human Behavior Recognition Under Intelligent Home Service Robot Environments
변영현 IEEE Access, v.9, pp.73240-73250 |
4 |
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2021 |
Live Demonstration: A Neural Processor for AI Acceleration
김혜지 International Symposium on Circuits and Systems (ISCAS) 2021, pp.1-1 |
2 |
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2021 |
Multi-Input Deep Learning Based FMCW Radar Signal Classification
차대웅 Electronics, v.10 no.10, pp.1-11 |
13 |
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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-Based Prediction of Resource Block Usage Rate for Spectrum Saturation Diagnosis
장한승 IEEE Access, v.9, pp.59703-59714 |
4 |
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2021 |
Adversarial Optimization-Based Knowledge Transfer of Layer-Wise Dense Flow for Image Classification
여도엽 Applied Sciences, v.11 no.8, pp.1-16 |
2 |
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2021 |
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 |
5 |
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Human Detection Based on Time-Varying Signature on Range-Doppler Diagram Using Deep Neural Networks
김영욱 IEEE Geoscience and Remote Sensing Letters, v.18 no.3, pp.426-430 |
26 |
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2021 |
Predicting Short-Term Traffic Speed Using a Deep Neural Network to Accommodate Citywide Spatio-Temporal Correlations
이용진 IEEE Transactions on Intelligent Transportation Systems, v.22 no.3, pp.1435-1448 |
15 |
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2021 |
Improved Human-Object Interaction Detection through On-the-Fly Stacked Generalization
이건우 IEEE Access, v.9, pp.34251-34263 |
3 |
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2021 |
Autonomous trail-following unmanned aerial vehicle system based on resource partitioning of single hardware platform
임유진 Electronics Letters, v.57 no.6, pp.245-248 |
0 |
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2021 |
Body and Hand-Object ROI-Based Behavior Recognition Using Deep Learning
변영현 Sensors, v.21 no.5, pp.1-23 |
5 |
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2021 |
TrajNet: An Efficient and Effective Neural Network for Vehicle Trajectory Classification
오지용 International Conference on Pattern Recognition Applications and Methods (ICPRAM) 2021, pp.414-422 |
0 |
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2021 |
Deep Learning Framework using Scalable Shared Memory Buffer Framework
임은지 International Conference on Electronics, Information and Communication (ICEIC) 2021, pp.542-544 |
0 |
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2021 |
DNN-based Human Activity Recognition by Learning Initial Motion Data for Virtual Multi-Sports
김종성 International Conference on Advanced Communications Technology (ICACT) 2021, pp.1-3 |
1 |
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2021 |
Label-preserving Data Augmentation for Mobile Sensor Data
김무섭 Multidimensional Systems and Signal Processing, v.32 no.1, pp.115-129 |
22 |
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2021 |
An AIoT Monitoring System for Multi-Object Tracking and Alerting
정원석 CMC: Computers Materials & Continua, v.637 no.1, pp.337-348 |
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2021 |
Integrating Dilated Convolution into DenseLSTM for Audio Source Separation
허운행 Applied Sciences, v.11 no.2, pp.1-19 |
5 |
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2021 |
Affine Memory Control for Synchronization of Delayed Fuzzy Neural Networks
권우경 IEEE Access, v.9, pp.5140-5149 |
1 |
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2021 |
Unsupervised Moving Object Detection through Background Models for PTZ Camera
윤기민 International Conference on Pattern Recognition (ICPR) 2020, pp.3201-3208 |
2 |
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2020 |
Accelerator-Aware Fast Spatial Feature Network for Real-Time Semantic Segmentation
김민종 IEEE Access, v.8, pp.2169-3536 |
9 |
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2020 |
Design of a Scalable and Fast YOLO for Edge-Computing Devices
한병길 Sensors, v.20 no.23, pp.1-15 |
28 |
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2020 |
Colorectal Cancer Image Segmentation and Classification with Deep Neural Network Based on Information Theory
김화랑 International Conference on Bioinformatics and Biomedicine (BIBM) 2020, pp.2968-2970 |
2 |
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2020 |
Supervised Scene Boundary Detection with Relational and Sequential Information
손정우 International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) 2020, pp.250-258 |
2 |
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2020 |
Deep Learning Methods for Universal MISO Beamforming
김준범 IEEE Wireless Communications Letters, v.9 no.11, pp.1894-1898 |
36 |
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2020 |
SoftMemoryBox II: A Scalable, Shared Memory Buffer Framework for Accelerating Distributed Training of Large-Scale Deep Neural Networks
안신영 IEEE Access, v.8, pp.207097-207111 |
1 |
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2020 |
Modified Spiking Neural Networks for Intelligence Edge
박성모 International Conference on Consumer Electronics (ICCE) 2020 : Asia, pp.271-274 |
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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 |
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 |
2 |
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2020 |
AB9: 인공지능 추론 가속을 위한 프로세서
조용철 대한전자공학회 학술 대회 (추계) 2020, pp.926-928 |
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2020 |
Deep Neural Networks Based Key Concealment Scheme
김태혁 IEEE Access, v.8, pp.204214-204225 |
1 |
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2020 |
Trends in Super-High-Definition Imaging Techniques Based on Deep Neural Networks
김형일 Mathematics, v.8 no.11, pp.1-19 |
4 |
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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 |
Fast Prototyping of a Deep Neural Network On an FPGA
김원종 International SoC Design Conference (ISOCC) 2020, pp.214-215 |
2 |
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2020 |
Where to Cut and Paste: Data Regularization with Selective Features
김지연 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1219-1221 |
2 |
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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 |
Flying Drone Classification based on Visualization of Acoustic Signals with Deep Neural Networks
송순용 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.546-548 |
2 |
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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 |
Magnifier Network for Ceramic Z-directional Height Estimation with a Single Image
김혜진 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1199-1202 |
0 |
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2020 |
SPriorSeg: Fast Road-Object Segmentation using Deep Semantic Prior for Sparse 3D Point Clouds
나기인 International Conference on Systems, Man, and Cybernetics (SMC) 2020, pp.1-6 |
1 |
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2020 |
Champion Recommendation System of League of Legends
홍승진 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1252-1254 |
6 |
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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 |
Mobile Convolutional Neural Networks for Facial Expression Recognition
윤창락 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1315-1317 |
0 |
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2020 |
The Empirical Evaluation of Models Predicting Bike Sharing Demand
최승한 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1560-1562 |
5 |
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2020 |
Anomaly Detection of Environmental Sensor Data using Recurrent Neural Network at the Edge Device
김재명 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1624-1628 |
5 |
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2020 |
Performance Analysis of Local Exit for Distributed Deep Neural Networks Over Cloud and Edge Computing
이창식 ETRI Journal, v.42 no.5, pp.658-668 |
23 |
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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 |
Generative Adversarial Network for Robust Regression using Continuous Dataset
민유림 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1209-1211 |
2 |
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2020 |
Acoustic Feature based Abnormal Diagnosis Techniques with Capsule Networks
김낙우 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1147-1149 |
1 |
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2020 |
Generative Adversarial Network for Identifying Authors of Traced Images
정순철 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1299-1302 |
0 |
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2020 |
Scene-segmented Video Information Annotation System V2.0
이호재 International Conference on Multimedia (MM) 2020, pp.4506-4508 |
0 |
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2020 |
Eyeball tracking and Object Detection in Smart Glasses
김광용 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1799-1801 |
1 |
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2020 |
DNN-based Phase Noise Compensation for Sub-THz Communications
박형숙 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.866-868 |
6 |
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2020 |
Feature Selection for Stock forecasting using Multivariate Convolution Neural Network
이지성 International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1270-1272 |
1 |
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2020 |
A Self-Reasoning Framework for Anomaly Detection Using Video-Level Labels
무함마드 IEEE Signal Processing Letters, v.27, pp.1705-1709 |
64 |
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2020 |
Automated Optimization for Memory-efficient High-performance Deep Neural Network Accelerators
김현미 ETRI Journal, v.42 no.4, pp.505-517 |
7 |
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2020 |
Regularising Neural Networks for Future Trajectory Prediction via Inverse Reinforcement learning Framework
최두섭 IET Computer Vision, v.14 no.5, pp.192-200 |
8 |
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2020 |
Data Augmentation Method for Improving the Accuracy of Human Pose Estimation with Cropped Images
박순찬 Pattern Recognition Letters, v.136, pp.244-250 |
24 |
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2020 |
Efficient Approximation of Filters for High-Accuracy Binary Convolutional Neural Networks
박준용 European Conference on Computer Vision (ECCV) 2020 (LNCS 12539), v.12539, pp.71-84 |
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학술지
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2020 |
Spiking Neural Networks(SNN) 구조에서 뉴런의 개수와 학습량에 따른 학습 성능 변화 분석
김용주 Journal of the Convergence on Culture Technology, v.6 no.3, pp.463-468 |
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2020 |
40-TFLOPS Artificial Intelligence Processor with Function-safe Programmable Many-cores for ISO26262 ASIL-D
한진호 ETRI Journal, v.42 no.4, pp.468-479 |
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2020 |
AB9: A Neural Processor for Inference Acceleration
조용철 ETRI Journal, v.42 no.4, pp.491-504 |
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2020 |
Brain Inspired Computing을 위한 Analog 회로 기반 Spiking Neural Network
오광일 전자공학회지, v.47 no.7, pp.47-62 |
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2020 |
Exploiting Defective RRAM Array as Synapses of HTM Spatial Pooler with Boost-factor Adjustment Scheme for Defect-tolerant Neuromorphic Systems
우지용 Scientific Reports, v.10, pp.1-8 |
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2020 |
Presynaptic Spike-Driven Spike Timing-Dependent Plasticity With Address Event Representation for Large-Scale Neuromorphic Systems
박종길 IEEE Transactions on Circuits and Systems I : Regular Papers, v.67 no.6, pp.1936-1947 |
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2020 |
SmoothMix: a Simple Yet Effective Data Augmentation to Train Robust Classifiers
이진하 Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2020, pp.3264-3274 |
21 |
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2020 |
Online Speech Recognition Using Multichannel Parallel Acoustic Score Computation and Deep Neural Network (DNN)- Based Voice-Activity Detector
오유리 Applied Sciences, v.10 no.12, pp.1-21 |
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2020 |
Online Speech Recognition Using Multichannel Parallel Acoustic Score Computation and Deep Neural Network (DNN)- Based Voice-Activity Detector
박기영 Applied Sciences, v.10 no.12, pp.1-21 |
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2020 |
RRNet: Repetition-Reduction Network for Energy Efficient Depth Estimation
김혜진 IEEE Access, v.8, pp.106097-106108 |
3 |
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2020 |
RRNet: Repetition-Reduction Network for Energy Efficient Depth Estimation
오상윤 IEEE Access, v.8, pp.106097-106108 |
3 |
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2020 |
A Training Method for Image Compression Networks to Improve Perceptual Quality of Reconstructions
이주영 Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2020, pp.585-589 |
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2020 |
Deep Neural Networks with a Set of Node-wise Varying Activation Functions
장진혁 Neural Networks, v.126, pp.118-131 |
7 |
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학술지
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2020 |
노인코호트 DB를 이용한 딥러닝 기반의 뇌졸중 질환 예측 모델
유재학 디지털콘텐츠학회논문지, v.21 no.6, pp.1191-1200 |
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학술대회
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2020 |
A Dual-Staged Context Aggregation Method towards Efficient End-to-End Speech Enhancement
Kai Zhen International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020, pp.366-370 |
4 |
원문
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학술대회
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2020 |
Enhanced Method of Audio Coding Using CNN-Based Spectral Recovery with Adaptive Structure
신성현 International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020, pp.351-355 |
4 |
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학술대회
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2020 |
Efficient and Scalable Neural Residual Waveform Coding with Collaborative Quantization
Kai Zhen International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2020, pp.361-365 |
15 |
원문
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학술지
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2020 |
Automatic Dense Annotation for Monocular 3D Scene Understanding
Md Alimoor Reza IEEE Access, v.8, pp.68852-68865 |
0 |
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학술지
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2020 |
Densely Distilled Flow-Based Knowledge Transfer in Teacher-Student Framework for Image Classification
배지훈 IEEE Transactions on Image Processing, v.29, pp.5698-5710 |
20 |
원문
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학술지
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2020 |
Quality Prediction on Deep Generative Images
고현석 IEEE Transactions on Image Processing, v.29, pp.5964-5979 |
22 |
원문
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학술대회
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2020 |
Perceptual Video Coding using Deep Neural Network Based JND Model
김종호 Data Compression Conference (DCC) 2020, pp.375-375 |
4 |
원문
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학술대회
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2020 |
Edge Camera based Dynamic Lighting Control System for Smart Streetlights
백장운 International Conference on Artificial Intelligence in Information and Communication (ICAIIC) 2020, pp.732-734 |
8 |
원문
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학술지
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2020 |
Posture Recognition Using Ensemble Deep Models under Various Home Environments
변영현 Applied Sciences, v.10 no.4, pp.1213-28 |
21 |
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학술대회
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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
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학술지
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2019 |
Interworking Technology of Neural Network and Data among Deep Learning Frameworks
박재복 ETRI Journal, v.41 no.6, pp.760-770 |
2 |
원문
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학술지
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2019 |
Fault Detection and Diagnosis Using Combined Autoencoder and Long Short-Term Memory Network
Pangun Park Sensors, v.19 no.21, pp.1-17 |
125 |
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학술지
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2019 |
Patch Orientation-specified Network for Learning-based Image Super-resolution
유석봉 Electronics Letters, v.55 no.23, pp.1233-1235 |
3 |
원문
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학술지
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2019 |
Cyber Threat Detection Based on Artificial Neural Networks Using Event Profiles
이종훈 IEEE Access, v.7, pp.165607-165626 |
83 |
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학술대회
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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
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학술대회
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2019 |
A Machine Learning Approach that Meets Axiomatic Properties in Probabilistic Analysis of LTE Spectral Efficiency
이윤주 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1451-1453 |
10 |
원문
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학술대회
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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 |
21 |
원문
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학술대회
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2019 |
Prevention of Safety Accidents through Artificial Intelligence Monitoring of Infants in the Home Environment
이예진 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.474-477 |
3 |
원문
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학술지
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2019 |
Network-Based Document Clustering Using External Ranking Loss for Network Embedding
윤여찬 IEEE Access, v.7, pp.155412-155423 |
2 |
원문
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학술대회
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2019 |
A Method for Reducing Scanning Error Rate of LIDAR using a Galvanometer
최규동 SPIE Remote Sensing 2019 (SPIE 11155), pp.1-9 |
3 |
원문
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학술지
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2019 |
Twin-Net Descriptor: Twin Negative Mining With Quad Loss for Patch-Based Matching
Aman Irshad IEEE Access, v.7, pp.136062-136072 |
3 |
원문
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학술대회
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2019 |
Empirical Evaluation of Activation Functions and Kernel Initializers on Deep Reinforcement Learning
장수영 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1140-1142 |
5 |
원문
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학술대회
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2019 |
A Performance Comparison of Loss Functions
조관태 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1146-1151 |
5 |
원문
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학술대회
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2019 |
Safety Monitoring for Human Robot Collaborative Workspaces
강상승 International Conference on Control, Automation and Systems (ICCAS) 2019, pp.1192-1194 |
2 |
원문
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학술대회
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2019 |
Improvement in Deep Networks for Optimization Using eXplainable Artificial Intelligence
이진하 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.525-530 |
5 |
원문
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학술대회
|
2019 |
End-to-end Korean Digits Speech Recognition
노종혁 International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1137-1139 |
1 |
원문
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학술대회
|
2019 |
SpecAugment for Sound Event Detection in Domestic Environments using Ensemble of Convolutional Recurrent Neural Networks
임우택 Detection and Classification of Acoustic Scenes and Events (DCASE) 2019: Workshop, pp.129-133 |
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학술대회
|
2019 |
Cascaded Cross-Module Residual Learning towards Lightweight End-to-End Speech Coding
KAI Zhen International Speech Communication Association (INTERSPEECH) 2019, pp.3396-3400 |
31 |
원문
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학술지
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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
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학술지
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2019 |
Probabilistic Analysis of Spectral Efficiency for LTE Based on PDCCH Measurement Data
이윤주 IEEE Communications Letters, v.23 no.9, pp.1626-1630 |
2 |
원문
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학술대회
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2019 |
Detectable Object-sizes Range Estimation based Multi-task Cascaded Convolutional Neural Networks in the vehicle Environment
김휘 Vehicular Technology Conference (VTC) 2019 (Fall), pp.1-5 |
0 |
원문
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학술지
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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
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학술지
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2019 |
Efficient Spiking Neural Network Training and Inference with Reduced Precision Memory and Computing
Yi Wang IET Computers and Digital Techniques, v.13 no.5, pp.397-404 |
7 |
원문
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학술대회
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2019 |
Layer Optimized Transfer Neural Network by using Lesion Correlation Learning
이문섭 International Skin Imaging Collaboration (ISIC) Challenges 2019, pp.1-7 |
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학술대회
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2019 |
Tournament Based Ranking CNN for the Cataract Grading
김도현 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019, pp.1630-1636 |
14 |
원문
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학술지
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2019 |
A Novel Approach for Detecting the Horizon using a Convolutional Neural Network and Multi-Scale Edge Detection
정치윤 Multidimensional Systems and Signal Processing, v.30 no.3, pp.1187-1204 |
30 |
원문
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학술지
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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
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학술대회
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2019 |
Parameter Reduction For Deep Neural Network Based Acoustic Models Using Sparsity Regularized Factorization Neurons
정훈 International Joint Conference on Neural Networks (IJCNN) 2019, pp.1-5 |
4 |
원문
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학술대회
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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
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학술지
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2019 |
Multi-Scale Detector for Accurate Vehicle Detection in Traffic Surveillance Data
김광주 IEEE Access, v.7, pp.78311-78319 |
62 |
원문
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학술대회
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2019 |
Spatial-Cue Based Audio Channel Extension Using Convolutional Neural Networks
백승권 International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2019, pp.1-4 |
0 |
원문
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학술대회
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2019 |
A Study on CNN-Based Berg Balance Scale Analysis for Elderly Persons
이연수 International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC) 2019, pp.252-253 |
2 |
원문
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학술대회
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2019 |
Effects of Hyper-Parameters for Deep Reinforcement Learning in Robotic Motion Mimicry: A Preliminary Study
김태우 International Conference on Ubiquitous Robots (UR) 2019, pp.228-235 |
3 |
원문
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학술대회
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2019 |
Multi-level Stereo Attention Model for Center Channel Extraction
임우택 International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2019, pp.1-4 |
3 |
원문
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학술대회
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2019 |
Context-adaptive Entropy Model for End-to-end Optimized Image Compression
이주영 International Conference on Learning Representations (ICLR) 2019, pp.1-20 |
128 |
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학술대회
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2019 |
Audio Coding Based on Spectral Recovery by Convolutional Neural Network
신성현 International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2019, pp.725-729 |
5 |
원문
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학술대회
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2019 |
Robots Learn Social Skills: End-to-End Learning of Co-Speech Gesture Generation for Humanoid Robots
윤영우 International Conference on Robotics and Automation (ICRA) 2019, pp.4303-4309 |
142 |
원문
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학술지
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2019 |
DVSNet: Deep Variance-stabilised Network Robust to Spatially Variant Characteristics in Imaging
유석봉 Electronics Letters, v.55 no.9, pp.529-531 |
2 |
원문
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학술지
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2019 |
Rank-weighted Reconstruction Feature for a Robust Deep Neural Network-based Acoustic Model
정훈 ETRI Journal, v.41 no.2, pp.235-241 |
3 |
원문
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학술지
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2019 |
SCENet: Secondary Domain Intercorrelation Enhanced Network for Alleviating Compressed Poisson Noises
유석봉 Sensors, v.19 no.8, pp.1-13 |
1 |
원문
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학술대회
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2019 |
Function-Safe Vehicular AI Processor with Nano Core-In-Memory Architecture
권영수 International Conference on Artificial Intelligence Circuits and Systems (AICAS) 2019, pp.127-131 |
11 |
원문
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학술지
|
2019 |
Fast Speaker Adaptation using Extended Diagonal Linear Transformation for Deep Neural Networks
김동현 ETRI Journal, v.41 no.1, pp.109-116 |
2 |
원문
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학술대회
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2019 |
Franchise Brands Recognition based on Convolutional Neural Network
이근동 International Workshop on Frontiers of Computer Vision (IW-FCV) 2019, pp.1-3 |
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학술대회
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2019 |
A Structure and Generation Method of Lookup Table for Lightweight Convolutional Neural Network Design
이수웅 International Workshop on Frontiers of Computer Vision (IW-FCV) 2019, pp.1-3 |
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학술대회
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2019 |
Modelling Chlorophyll-a Concentration using Deep Neural Networks considering Extreme Data Imbalance and Skewness
최장호 International Conference on Advanced Communications Technology (ICACT) 2019, pp.631-634 |
25 |
원문
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학술대회
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2019 |
Design of Analog and Digital Hybrid MAC Circuit for Artificial Neural Networks
박기혁 International Conference on Electronics, Information and Communication (ICEIC) 2019, pp.621-623 |
3 |
원문
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학술지
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2019 |
A Survey of Deep Learning-based Network Anomaly Detection
권동운 Cluster Computing, v.22 no.Supp.1, pp.949-961 |
402 |
원문
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학술대회
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2018 |
Future Trajectory Prediction via RNN and Maximum Margin Inverse Reinforcement Learning
최두섭 International Conference on Machine Learning and Applications (ICMLA) 2018, pp.125-130 |
8 |
원문
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학술대회
|
2018 |
High-Degree Feature for Deep Neural Network based Acoustic Model
정훈 Workshop on Spoken Language Technology (SLT) 2018, pp.1-5 |
0 |
원문
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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
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학술지
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2018 |
A Design and Simulation of the Opportunistic Computation Offloading with Learning-Based Prediction for Unmanned Aerial Vehicle (UAV) Clustering Networks
Rico Valentino Sensors, v.18 no.11, pp.1-14 |
33 |
원문
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학술대회
|
2018 |
Integrating Multiple Inferences for Vehicle Detection by Focusing on Challenging Test Sets
이종택 International Conference on Advanced Video and Signal-based Surveillance (AVSS) 2018, pp.417-422 |
1 |
원문
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학술대회
|
2018 |
Performance Enhancement of YOLOv3 by Adding Prediction Layers with Spatial Pyramid Pooling for Vehicle Detection
김광주 International Conference on Advanced Video and Signal-based Surveillance (AVSS) 2018, pp.411-416 |
44 |
원문
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학술대회
|
2018 |
Convolution Neural Network based Video Coding Technique using Reference Video Synthesis
이정경 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC) 2018, pp.505-508 |
13 |
원문
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학술대회
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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
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학술대회
|
2018 |
An Approach on a Combination of Higher-order Statistics and Higher-order Differential Energy Operator for Detecting Pathological Voice with Machine Learning
문지혜 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.46-51 |
9 |
원문
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학술대회
|
2018 |
SVIAS: Scene-segmented Video Information Annotation System
곽창욱 International Conference on Multimedia (MM) 2018, pp.1267-1269 |
1 |
원문
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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
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학술대회
|
2018 |
SVIAS: Scene-segmented Video Information Annotation System
이호재 International Conference on Multimedia (MM) 2018, pp.1267-1269 |
1 |
원문
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학술지
|
2018 |
Deep Learning-based Classification with Improved Time Resolution for Physical Activities of Children
장용원 PeerJ, v.6, pp.1-23 |
11 |
원문
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학술대회
|
2018 |
CNN based Sentence Classification with Semantic Features using Word Clustering
김화연 International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.484-488 |
4 |
원문
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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
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학술지
|
2018 |
Hybrid Particle Swarm Optimization for Multi-Sensor Data Fusion
김현석 Sensors, v.18 no.9, pp.1-12 |
12 |
원문
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학술대회
|
2018 |
Soccer Object Motion Recognition based on 3D Convolutional Neural Networks
이지원 Federated Conference on Computer Science and Information Systems (FedCSIS) 2018, pp.129-134 |
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원문
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학술지
|
2018 |
Deep Compression of Convolutional Neural Networks with Low-rank Approximation
마셀라 ETRI Journal, v.40 no.4, pp.421-434 |
12 |
원문
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학술대회
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2018 |
Learning based Biometric Key Generation Method using CNN and RNN
노종혁 International Conference on Information Technology and Electrical Engineering (ICITEE) 2018, pp.136-139 |
11 |
원문
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학술대회
|
2018 |
Study on Training Convolutional Neural Network to Detect Distraction and Drowsiness
김휘 IEEE Region 10 Symposium (TENSYMP) 2018, pp.253-257 |
2 |
원문
|
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
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학술대회
|
2018 |
Vehicle Color Recognition via Representative Color Region Extraction and Convolutional Neural Network
김광주 International Conference on Ubiquitous and Future Networks (ICUFN) 2018, pp.89-94 |
9 |
원문
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학술지
|
2018 |
Horizon Detection in Maritime Images using Scene Parsing Network
정치윤 Electronics Letters, v.54 no.12, pp.760-762 |
24 |
원문
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학술지
|
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 |
52 |
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
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학술지
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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
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학술지
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2018 |
Optical and Acoustic Sensor-Based 3D Ball Motion Estimation for Ball Sport Simulators
서상우 Sensors, v.18 no.5, pp.1-13 |
4 |
원문
|
학술지
|
2018 |
On-Line Detection and Segmentation of Sports Motions Using a Wearable Sensor
김우석 Sensors, v.18 no.3, pp.1-11 |
13 |
원문
|
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
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학술지
|
2018 |
정제 모듈을 포함한 컨볼루셔널 뉴럴 네트워크 모델을 이용한 라이다 영상의 분할
박병재 로봇학회논문지, v.13 no.1, pp.8-15 |
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원문
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학술대회
|
2018 |
Rank Selection of CP-decomposed Convolutional Layers with Variational Bayesian Matrix Factorization
마셀라 International Conference on Advanced Communications Technology (ICACT) 2018, pp.347-350 |
7 |
원문
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학술대회
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2018 |
Seeing is Smelling: Localizing Odor-Related Objects in Images
김상윤 Augmented Human International Conference (AH) 2018, pp.1-9 |
3 |
원문
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학술대회
|
2018 |
3D Convolutional Neural Networks for Soccer Object Motion Recognition
이지원 International Conference on Advanced Communications Technology (ICACT) 2018, pp.354-358 |
6 |
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 |
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
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학술지
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2017 |
Neural Network Image Reconstruction for Magnetic Particle Imaging
채병규 ETRI Journal, v.39 no.6, pp.841-850 |
12 |
원문
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학술대회
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2017 |
Image Compression based on MR-CNN (Modified Region Convolutional Neural Network)
박성모 International SoC Design Conference (ISOCC) 2017, pp.292-293 |
1 |
원문
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학술대회
|
2017 |
Spoken English Fluency Scoring using Convolutional Neural Networks
정훈 Conference of the Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques (O-COCOSDA) 2017, pp.31-36 |
5 |
원문
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학술대회
|
2017 |
Combining Multi-scale Features using Sample-level Deep Convolutional Neural Networks for Weakly Supervised Sound Event Detection
이종필 Detection and Classification of Acoustic Scenes and Events (DCASE) 2017: Workshop, pp.69-73 |
|
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학술대회
|
2017 |
Data Compression Hardware of the ReLu Output in Convolution Neural Network
김주엽 International Conference on Future Generation Communication and Networking (FGCN) 2017 (ASTL 146), pp.1-7 |
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학술대회
|
2017 |
Activation Functions of Deep Neural Networks for Polar Decoding Applications
서지훈 International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC) 2017, pp.1-5 |
9 |
원문
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학술대회
|
2017 |
4D Effect Video Classification with Shot-aware Frame Selection and Deep Neural Networks
시아다리 International Conference on Computer Vision Workshops (ICCVW) 2017, pp.1148-1155 |
6 |
원문
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학술대회
|
2017 |
Sports Motion Analysis System using Wearable Sensors and Video Cameras
김우석 International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1090-1092 |
9 |
원문
|
학술지
|
2017 |
매니코어 프로세서에서 실시간 실행 가능한 CNN(Convolutional Neural Network)
김찬 정보과학회지, v.35 no.10, pp.58-63 |
|
|
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
|
학술대회
|
2017 |
Driver Distraction Detection using Single Convolutional Neural Network
김휘 International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1204-1206 |
32 |
원문
|
학술대회
|
2017 |
4D Effect Classification by Encoding CNN Features
시아다리 International Conference on Image Processing (ICIP) 2017, pp.1812-1816 |
2 |
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 |
58 |
원문
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학술지
|
2017 |
Sentence-Chain Based Seq2seq Model for Corpus Expansion
정의석 ETRI Journal, v.39 no.4, pp.455-466 |
13 |
원문
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학술대회
|
2017 |
Enhanced Feature Extraction for Speech Detection in Media Audio
장인선 International Speech Communication Association (INTERSPEECH) 2017, pp.479-483 |
4 |
원문
|
학술대회
|
2017 |
A Gift from Knowledge Distillation: Fast Optimization, Network Minimization and Transfer Learning
임준호 Conference on Computer Vision and Pattern Recognition (CVPR) 2017, pp.7130-7138 |
1021 |
원문
|
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 |
A Deep Convolutional Neural Network based False Positive Reduction in Mass Detection Algorithm on Digital Breast Tomosynthesis Images
정지욱 International Congress and Exhibition on Computer Assisted Radiology and Surgery (CARS) 2017, pp.S273-S274 |
|
|
학술지
|
2017 |
Classification of K-Pop Dance Movements Based on Skeleton Information Obtained by a Kinect Sensor
김도형 Sensors, v.17 no.6, pp.1-14 |
32 |
원문
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학술지
|
2017 |
원어민 및 외국인 화자의 음성 인식을 위한 심층 신경망 기반 음향 모델링
강병옥 말소리와 음성과학, v.9 no.2, pp.95-101 |
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원문
|
학술대회
|
2017 |
Phonetic State Relation Graph Regularized Deep Neural Network for Robust Acoustic Model
정훈 International Joint Conference on Neural Networks (IJCNN) 2017, pp.3081-3085 |
0 |
원문
|
학술대회
|
2017 |
Dynamic Object Recognition Using Precise Location Detection and ANN for Robot Manipulator
김계경 International Conference on Control, Artificial Intelligence, Robotics and Optimization (ICCAIRO) 2017, pp.237-241 |
12 |
원문
|
학술대회
|
2017 |
Fault Detection and Fault Tolerant System for Smart Factories
프라작타 International Conference on Advanced Communication Technology (ICACT) 2017, pp.765-772 |
2 |
원문
|
학술대회
|
2017 |
A Design of Continuous Learning System based on Knowledge Augmentation
강현중 International Conference on Platform Technology and Service (PlatCon) 2017, pp.1-4 |
0 |
원문
|
학술대회
|
2017 |
CP-decomposition with Tensor Power Method for Convolutional Neural Networks Compression
마셀라 International Conference on Big Data and Smart Computing (BigComp) 2017, pp.115-118 |
56 |
원문
|
학술대회
|
2017 |
Deep Neural Networks for Wild fire Detection with Unmanned Aerial Vehicle
이원재 International Conference on Consumer Electronics (ICCE) 2017, pp.271-272 |
86 |
원문
|
학술대회
|
2017 |
An Automated Breast Mass Detection Algorithm on Digital Breast Tomosynthesis Images using Hough transform and Convolutional Neural Networks
정지욱 International Forum on Medical Imaging in Asia (IFMIA) 2017, pp.166-168 |
|
|
학술대회
|
2017 |
Architecture for Fast Object Detection Supporting CPU-GPU Hybrid and Distributed Computing
배유석 International Conference on Consumer Electronics (ICCE) 2017, pp.149-150 |
2 |
원문
|
학술대회
|
2016 |
A Workload Prediction Approach using Models Stacking based on Recurrent Neural Network and Autoencoder
Hoang Minh Nguyen International Conference on High Performance Computing and Communcations (HPCC) 2016, pp.929-936 |
19 |
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 |
279 |
원문
|
학술대회
|
2016 |
Hierarchical compression of Deep Convolutional Neural Networks on large Scale Visual Recognition for Mobile Application
김병조 International Mega-Conference on Green and Smart Technology (GST) 2016, pp.189-194 |
|
원문
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학술대회
|
2016 |
Deep Neural Network based Acoustic Model Parameter Reduction Using Manifold Regularized Low Rank Matrix Factorization
정훈 Workshop on Spoken Language Technology (SLT) 2016, pp.1-6 |
3 |
원문
|
학술대회
|
2016 |
Performance Improvement of the Conversational Speech Recognition System using Deep Neural Network in a Car Navigation System
최우용 International Conference on Engineering, Technology, and Applied Science (ICETA) 2016 (Fall), pp.1-7 |
|
|
학술대회
|
2016 |
Object Classification of UWB Responses Using ST-CNN
고석갑 International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.794-796 |
3 |
원문
|
학술대회
|
2016 |
A Pitch-Synchronous Speech Analysis and Synthesis Method for DNN-SPSS System
김진섭 International Conference on Digital Signal Processing (DSP) 2016, pp.408-411 |
1 |
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 |
Hardware Design Exploration of Fully-Connected Deep Neural Network with Binary Parameters
김진규 International SoC Design Conference (ISOCC) 2016, pp.312-313 |
2 |
원문
|
학술대회
|
2016 |
Extraction of Visual Information in Basketball Broadcasting Video for Event Segmentation System
박재혁 International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.1098-1100 |
6 |
원문
|
학술대회
|
2016 |
An Efficient Pruning and Weight Sharing Method for Neural Network
김진규 International Conference on Consumer Electronics (ICCE) 2016 : Asia, pp.472-473 |
8 |
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 |
An Automated ECG Beat Classification System Using Convolutional Neural Networks
주바이르 International Conference on IT Convergence and Security (ICITCS) 2016 |
189 |
원문
|
학술대회
|
2016 |
Deep Neural Network Using Trainable Activation Functions
정훈 International Joint Conference on Neural Networks (IJCNN) 2016, pp.348-352 |
44 |
원문
|
학술지
|
2016 |
시각 장애인을 위한 딥 러닝 기반 심볼 인식
박상헌 한국정보전자통신기술학회논문지, v.9 no.3, pp.249-256 |
|
원문
|
학술지
|
2016 |
Projecting Household-scale Utility Usage: A Case Study Using a Long-term Dataset
박종준 International Journal of Sensor Networks, v.20 no.4, pp.264-277 |
0 |
원문
|
학술지
|
2015 |
Analysis of Physiological Responses and Use of Fuzzy Information Granulation-Based Neural Network for Recognition of Three Emotions
박병준 ETRI Journal, v.37 no.6, pp.1231-1241 |
6 |
원문
|
학술대회
|
2015 |
An Ensemble of Invariant Features for Person Re-Identification
Shen-Chi Chen International Workshop on Multimedia Signal Processing (MMSP) 2015, pp.1-6 |
3 |
원문
|
학술대회
|
2015 |
A Basic Study of Activity Type Detection and Energy Expenditure Estimation for Children and Youth in Daily Life Using 3-axis Accelerometer and 3-Stage Cascaded Artificial Neural Network
장용원 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2015, pp.2860-2863 |
3 |
원문
|
학술대회
|
2015 |
Analysis and Evaluation of Smartphone-based Human Activity Recognition Using a Neural Network Approach
권용진 International Joint Conference on Neural Networks (IJCNN) 2015, pp.1-5 |
14 |
원문
|
학술지
|
2015 |
Dual-Phase Approach to Improve Prediction of Heart Disease in Mobile Environment
이양구 ETRI Journal, v.37 no.2, pp.222-232 |
1 |
원문
|
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
|
학술대회
|
2014 |
Comparative Study of Microwave Tomography Segmentation Techniques based on GMM and KNN in Breast Cancer Detection
Chunqiu Wang Research in Adaptive and Convergent Systems (RACS) 2014, pp.303-308 |
4 |
원문
|
학술대회
|
2014 |
A Study on Information Granular-Driven Polynomial Neural Networks
박병준 International Conference on Information Science and Applications (ICISA) 2014, pp.1-4 |
0 |
원문
|
학술대회
|
2014 |
A Study on Neural Network Recognizer based on Fuzzy Rules and Fuzzy Inference: Fuzzy Driven Neural Network Recognizer in Pattern Recognition
김상협 International Conference on Information Science, Electronics and Electrical Engineering (ISEEE) 2014, pp.1913-1917 |
1 |
원문
|
학술대회
|
2013 |
Flexible Reasoning of Boolean Constraints in Recurrent Neural Networks with Dual Representation
장원일 International Conference on Neural Information Processing (ICONIP) 2013 (LNCS 8226), v.8226, pp.106-112 |
0 |
원문
|
학술대회
|
2013 |
Evaluation of Prediction Error Effects in Wind Energy-Based Electric Vehicle Charging
이정훈 Research in Adaptive and Convergent Systems (RACS) 2013, pp.399-403 |
0 |
원문
|
학술지
|
2013 |
산업용 지능형 로봇의 물체 인식 방법
김계경 한국정밀공학회지, v.30 no.9, pp.901-908 |
|
원문
|
학술대회
|
2013 |
The Design of Fuzzy C-Means Clustering Based Neural Networks for Emotion Classification
박병준 Joint International Fuzzy Systems Association World Congress and North American Fuzzy Information Processing Society Annual Meeting (IFSA/NAFIPS) 2013, pp.413-417 |
4 |
원문
|
학술대회
|
2013 |
Autonomous Lighting Control Based on Adjustable Illumination Model
김현석 International Conference on Information Science and Applications (ICISA) 2013, pp.1-3 |
1 |
원문
|
학술지
|
2013 |
The Design of Polynomial Function-Based Neural Network Predictors for Detection of Software Defects
박병준 Information Sciences, v.229, pp.40-57 |
49 |
원문
|
학술대회
|
2013 |
Aritificial Neural Network-Based Building Energy Demand Estimation: A Case Study of Commercial Building Complex
한진수 International Conference on Information and Intelligent Systems (ICIIS) 2013, pp.1-5 |
|
|
학술대회
|
2012 |
Object Recognition for Cell Manufacturing System
김계경 International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2012, pp.512-514 |
14 |
원문
|
학술대회
|
2012 |
Awareness System for Bowel Motility Estimation Based on Artificial Neural Network of Bowel Sounds
김거식 International Conference on Awareness Science and Technology (iCAST) 2012, pp.1-4 |
6 |
원문
|
학술지
|
2012 |
Adaptive Neural Network Based Fuzzy Control for a Smart Idle Stop and Go Vehicle Control System
조광현 International Journal of Automotive Technology, v.13 no.5, pp.791-799 |
8 |
원문
|
학술지
|
2012 |
Wind Speed Modeling based on Artificial Neural Networks for Jeju Area
이정훈 International Journal of Control and Automation, v.5 no.2, pp.81-88 |
19 |
|
학술지
|
2010 |
A Deconvolutive Neural Network for Speech Classification With Applications to Home Service Robot
Donglin Wang IEEE Transactions on Instrumentation and Measurement, v.59 no.12, pp.3237-3243 |
21 |
원문
|
학술지
|
2010 |
Polynomial-based Radial Basis Function Neural Networks (P-RBF NNs) and Their Application to Pattern Classification
박병준 Applied Intelligence, v.32 no.1, pp.27-46 |
20 |
원문
|
학술지
|
2009 |
A Design of Genetically Oriented Fuzzy Relation Neural Networks (FrNNs) Based on the Fuzzy Polynomial Inference Scheme
박병준 IEEE Transactions on Fuzzy Systems, v.17 no.6, pp.1310-1323 |
10 |
원문
|
학술지
|
2009 |
Automated Speaker Recognition for Home Service Robots Using Genetic Algorithm and Dempster-Shafer Fusion Technique
Yanmei Zhan IEEE Transactions on Instrumentation and Measurement, v.58 no.9, pp.3058-3068 |
40 |
원문
|
학술지
|
2009 |
퍼지추론 기반 다항식 RBF 뉴럴 네트워크의 설계 및 최적화
백진열 전기학회논문지 P, v.58 no.2, pp.399-406 |
|
|
학술대회
|
2008 |
Automated Human Recognition by Gait using Neural Network
유장희 International Workshops on Image Processing Theory, Tools and Applications (IPTA) 2008, pp.1-6 |
78 |
원문
|
학술대회
|
2008 |
Smart Driving Simulator using Intelligence
홍유식 International Conference on Advanced Communication Technology (ICACT) 2008, pp.856-862 |
0 |
원문
|
학술대회
|
2008 |
Development of Recognition System Using Fusion of Natural Gesture/Speech
정영규 International Conference on Consumer Electronics (ICCE) 2008, pp.1-2 |
3 |
원문
|
학술대회
|
2007 |
Comparison of AI Techniques for Fighting Action Games - Genetic Algorithms/Neural Networks/Evolutionary Neural Networks
조병헌 International Conference of Entertainment Computing (ICEC) 2007 (LNCS 4740), v.4740, pp.55-65 |
6 |
원문
|
학술대회
|
2007 |
Speed Estimation From a Tri-axial Accelerometer Using Neural Networks
송윤선 International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS) 2007, pp.3224-3227 |
55 |
원문
|
학술대회
|
2007 |
Human Touching Behavior Recognition Based on Neural Networks
류정우 International Symposium on Neural Networks (ISNN) 2007 (LNCS 4492), v.4492, pp.730-739 |
2 |
원문
|
학술대회
|
2006 |
Recognizing Human Touching Behaviors using Neural Networks in Human-Robot Interaction
류정우 International Conference on Ubiquitous Robots and Ambient Intelligence (URAI) 2006, pp.1-5 |
|
|
학술대회
|
2006 |
Reinforcement Learning of Intelligent Characters in Fighting Action Games
조병헌 International Conference on Entertainment Computing (ICEC) 2006 (LNCS 4161), v.4161, pp.310-313 |
2 |
원문
|
학술지
|
2006 |
Linguistic Models as a Framework of User-Centric System Modeling
W. Pedrycz IEEE Transactions on Systems, Man, and Cybernetics Part A: Systems and Humans, v.36 no.4, pp.727-745 |
125 |
원문
|
학술대회
|
2006 |
Hyperbolic Quotient Feature Map for Competitive Learning Neural Networks
석진욱 International Symposium on Neural Networks (ISNN) 2006 (LNCS 3971), v.3971, pp.456-463 |
0 |
원문
|
학술대회
|
2006 |
Hyperbolic Quotient Feature Map for Competitive Learning Neural Networks
석진욱 International Symposium on Neural Networks (ISNN) 2006 (LNCS 3971), v.3971, pp.456-463 |
0 |
원문
|
학술지
|
2006 |
MEMS Based Pedestrian Navigation System
조성윤 Journal of Navigation, v.59 no.1, pp.135-153 |
164 |
원문
|
학술대회
|
2005 |
Adaptation of Intelligent Characters to Changes of Game Environments
조병헌 International Conference on Computational and Information Science (CIS) 2005 (LNCS 3801), v.3801, pp.1064-1073 |
3 |
원문
|
학술대회
|
2005 |
Predictive Model for Protein Function Using Modular Neural Approach
황두성 International Conference on Pattern Recognition and Image Analysis (ICAPR) 2005 (LNCS 3686), v.3686, pp.400-409 |
0 |
원문
|
학술대회
|
2004 |
A Combined Data Mining Approach for DDoS Attack Detection
김미희 International Conference on Information Networking (ICOIN) 2004 (LNCS 3090), v.3090, pp.943-950 |
24 |
원문
|
학술대회
|
2004 |
Application of Feedforward Neural Network for the Deblocking of Low Bit Rate Coded Images
권기구 International Conference on AI, Simulation, and Planning in High Autonomy Systems (AIS) 2004 (LNCS 3397), v.3397, pp.547-555 |
|
|
학술대회
|
2004 |
Motion control of mobile manipulator based on neural networks and error compensation
이춘영 International Conference on Robotics and Automation (ICRA) 2004, pp.4627-4632 |
|
원문
|
학술대회
|
2002 |
Neural Network Based Recognition of Machine Printed Hangul Characters of Low Quality
임길택 International Technical Conference on Circuits Systems, Computers and Communications (ITC-CSCC) 2002, pp.1772-1775 |
|
|
학술지
|
2002 |
Characterization of Via Etching in CHF3/CF4 Magnetically Enhanced Reactive Ion Etching Using Neural Networks
권성구 ETRI Journal, v.24 no.3, pp.211-220 |
10 |
원문
|
학술지
|
2002 |
SnO2 gas sensing array for combustible and explosive gas leakage recognition
이대식 IEEE Sensors Journal, v.2 no.3, pp.140-149 |
55 |
원문
|