학술대회
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2023 |
Perceptual Improvement of Deep Neural Network (DNN) Speech Coder Using Parametric and Non-parametric Density Models
변준 International Speech Communication Association (INTERSPEECH) 2023, pp.859-863 |
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원문
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학술지
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2023 |
A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization
김준범 IEEE Transactions on Wireless Communications, v.22 no.1, pp.333-347 |
10 |
원문
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학술대회
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2022 |
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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학술대회
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2022 |
End-to-end Stereo Audio Coding Using Deep Neural Networks
임우택 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC) 2022, pp.861-865 |
2 |
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학술대회
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2022 |
CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution
김태호 European Conference on Computer Vision (ECCV) 2022 (LNCS 13680), pp.651-667 |
1 |
원문
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학술대회
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2022 |
Self-Conditional Crowd Activity Detection Network with Multi-label Classification Head
송순용 International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1875-1878 |
0 |
원문
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학술대회
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2022 |
Optimization of Deep Neural Network (DNN) Speech Coder Using a Multi Time Scale Perceptual Loss Function
변준 International Speech Communication Association (INTERSPEECH) 2022, pp.4411-4415 |
3 |
원문
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학술지
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2022 |
Semi-Supervised Domain Adaptation for Multi-Label Classification on Nonintrusive Load Monitoring
허청환 Sensors, v.22 no.15, pp.1-20 |
7 |
원문
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학술지
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2022 |
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 |
5 |
원문
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학술지
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2022 |
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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학술지
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2022 |
DG-based SPO Tuple Recognition using Self-attention M-Bi- LSTM
정준영 ETRI Journal, v.44 no.3, pp.438-449 |
4 |
원문
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학술대회
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2022 |
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 |
원문
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학술지
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2022 |
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 |
1 |
원문
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학술지
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2022 |
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 |
1 |
원문
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학술지
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2022 |
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 |
8 |
원문
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학술지
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2022 |
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 |
8 |
원문
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학술지
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2022 |
Gating Mechanism in Deep Neural Networks for Resource-Efficient Continual Learning
진현동 IEEE Access, v.10, pp.18776-18786 |
0 |
원문
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학술지
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2022 |
Material Type Recognition of Indoor Scenes via Surface Reflectance Estimation
이석영 IEEE Access, v.10, pp.134-143 |
2 |
원문
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학술대회
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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 |
원문
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학술지
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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 |
원문
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학술대회
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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 |
원문
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학술지
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2021 |
Uncertainty-Aware Knowledge Distillation for Collision Identification of Collaborative Robots
권우경 Sensors, v.21 no.19, pp.1-16 |
6 |
원문
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학술대회
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2021 |
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 |
0 |
원문
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학술지
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2021 |
Implementing Practical DNN-Based Object Detection Offloading Decision for Maximizing Detection Performance of Mobile Edge Devices
윤기하 IEEE Access, v.9, pp.140199-140211 |
10 |
원문
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학술대회
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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 |
원문
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학술대회
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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 |
원문
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학술지
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2021 |
Deep transfer learning for the classification of variable sources
김대원 Astronomy & Astrophysics, v.653, pp.1-16 |
4 |
원문
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학술대회
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2021 |
Adversarial Training With Stochastic Weight Average
황중원 International Conference on Image Processing (ICIP) 2021, pp.814-818 |
3 |
원문
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학술대회
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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 |
원문
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학술지
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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 |
원문
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학술지
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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 |
원문
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학술지
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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 |
원문
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학술지
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2021 |
딥 뉴럴 네트워크를 이용한 다관절 로봇의 충돌 판별
권우경 대한임베디드공학회논문지, v.16 no.2, pp.35-41 |
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원문
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학술지
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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 |
원문
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학술지
|
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 |
원문
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학술지
|
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 |
원문
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학술지
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2021 |
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 |
24 |
원문
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학술대회
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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 |
원문
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학술대회
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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 |
원문
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학술대회
|
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 |
1 |
원문
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학술지
|
2020 |
Accelerator-Aware Fast Spatial Feature Network for Real-Time Semantic Segmentation
김민종 IEEE Access, v.8, pp.2169-3536 |
9 |
원문
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학술대회
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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 |
원문
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학술지
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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 |
원문
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학술지
|
2020 |
Deep Neural Networks Based Key Concealment Scheme
김태혁 IEEE Access, v.8, pp.204214-204225 |
1 |
원문
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학술지
|
2020 |
Deep Learning Methods for Universal MISO Beamforming
김준범 IEEE Wireless Communications Letters, v.9 no.11, pp.1894-1898 |
31 |
원문
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학술지
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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 |
원문
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학술대회
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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 |
원문
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학술대회
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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 |
원문
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학술대회
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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 |
원문
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학술지
|
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 |
원문
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학술대회
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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 |
원문
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학술지
|
2020 |
A Self-Reasoning Framework for Anomaly Detection Using Video-Level Labels
무함마드 IEEE Signal Processing Letters, v.27, pp.1705-1709 |
60 |
원문
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학술지
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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 |
원문
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학술지
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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 |
5 |
원문
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학술대회
|
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 |
원문
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학술지
|
2020 |
Deep Neural Networks with a Set of Node-wise Varying Activation Functions
장진혁 Neural Networks, v.126, pp.118-131 |
7 |
원문
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학술지
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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 |
5 |
원문
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학술대회
|
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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학술지
|
2020 |
Automatic Dense Annotation for Monocular 3D Scene Understanding
Md Alimoor Reza IEEE Access, v.8, pp.68852-68865 |
0 |
원문
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학술지
|
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
|
2020 |
Quality Prediction on Deep Generative Images
고현석 IEEE Transactions on Image Processing, v.29, pp.5964-5979 |
21 |
원문
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학술대회
|
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
|
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
|
2019 |
Patch Orientation-specified Network for Learning-based Image Super-resolution
유석봉 Electronics Letters, v.55 no.23, pp.1233-1235 |
2 |
원문
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학술대회
|
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
|
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 |
18 |
원문
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학술대회
|
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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학술지
|
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 |
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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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 |
63 |
원문
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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
|
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 |
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
|
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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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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학술지
|
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
|
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 |
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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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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학술지
|
2019 |
A Survey of Deep Learning-based Network Anomaly Detection
권동운 Cluster Computing, v.22 no.Supp.1, pp.949-961 |
391 |
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 |
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 |
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 |
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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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 |
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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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 |
51 |
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
|
2018 |
On-Line Detection and Segmentation of Sports Motions Using a Wearable Sensor
김우석 Sensors, v.18 no.3, pp.1-11 |
13 |
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 |
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
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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 |
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
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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
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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 |
987 |
원문
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학술지
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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
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학술대회
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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
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학술대회
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2017 |
Deep Neural Networks for Wild fire Detection with Unmanned Aerial Vehicle
이원재 International Conference on Consumer Electronics (ICCE) 2017, pp.271-272 |
83 |
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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 |
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 |
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 |
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 |
Deep Neural Network Using Trainable Activation Functions
정훈 International Joint Conference on Neural Networks (IJCNN) 2016, pp.348-352 |
44 |
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 |
43 |
원문
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