Subject

Subjects : Deep neural network (DNN)

  • Articles (164)
  • Patents (24)
  • R&D Reports (0)
논문 검색결과
Type Year Title Cited Download
Journal 2025 Perceptual Neural Audio Coding With Modified Discrete Cosine Transform   임형섭  IEEE Journal of Selected Topics in Signal Processing, v.18, no.8, pp.1490-1505 1 원문
Journal 2025 Prompt Tuning of Deep Neural Networks for Speaker-adaptive Visual Speech Recognition   김민수  IEEE Transactions on Pattern Analysis and Machine Intelligence, v.47, no.2, pp.1042-1055 2 원문
Journal 2025 Efficient pitch‐estimation network for edge devices   Jeong Chi Yoon  ETRI Journal, v.47, no.1, pp.112-122 0 원문
Conference 2024 EQ-CBM: A Probabilistic Concept Bottleneck with Energy-based Models and Quantized Vectors   Kim Sangwon  Asian Conference on Computer Vision (ACCV) 2024, pp.3432-3448 0 원문
Journal 2024 DNN-based algorithm for joint SIC ordering and power allocation in downlink NOMA-enabled heterogeneous networks   김동현  ICT EXPRESS, v.10, no.6, pp.1301-1307 0 원문
Conference 2024 Efficient Data-parallel Distributed DNN Training for Big Dataset under Heterogeneous GPU Cluster   Ahn Shin Young  International Conference on Big Data (Big Data) 2024, pp.179-188 0 원문
Conference 2024 ParvaGPU: Efficient Spatial GPU Sharing for Large-Scale DNN Inference in Cloud Environments   이문규  International Conference for High Performance Computing, Networking, Storage, and Analysis (SC) 2024, pp.1-14 0 원문
Conference 2024 Evaluating Deep Learning Models for Prediction of Climate Conditions in Greenhouse   Jaeyoung Kim  International Conference on Consumer Electronics (ICCE) 2024 : Asia, pp.657-660 0 원문
Journal 2024 Learning Decentralized and Scalable Resource Management for Wireless Powered Communication Networks   Kobuljon Ismanov Abdurakhmonovich  IEEE Communications Letters, v.28, no.11, pp.2563-2567 0 원문
Conference 2024 Egocentric Room Location Classification using Deep Neural Network Measuring Uncertainty   Seo Miran  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.871-872 0 원문
Journal 2024 ScissionLite: Accelerating Distributed Deep Learning With Lightweight Data Compression for IIoT   안현호  IEEE Transactions on Industrial Informatics, v.20, no.10, pp.11950-11960 1 원문
Conference 2024 A Cyber-Physical System (CPS) Supporting Large-Scale Satellite-Drone Hybrid Application Development   Lee Soo Jeon  International Astronautical Congress (IAC) 2024, pp.1-5 0 원문
Conference 2024 Gait phase-free neural network-based controller for cable-driven assistive suits   Koo Youngjun  International Conference on Information and Communication Technology Convergence (ICTC) 2024, pp.1972-1974 0 원문
Journal 2024 Optimizing Multi-Level Checkpointing for Distributed Deep Learning Workloads on Cloud Spot VM Clusters   조용현  IEEE Access, v.12, pp.116891-116904 1 원문
Conference 2024 H2HSR: Hologram to Hologram Super-resolution with Deep Neural Network   노유찬  International Meeting on Information Display (IMID) 2024, pp.1-1
Journal 2024 H2HSR: Hologram-to-Hologram Super-Resolution with Deep Neural Network   노유찬  IEEE Access, v.12, pp.90900-90914 0 원문
Conference 2024 Performance Analysis of Respiratory Sound Classification based on AST Model with MBRC Technique   Jeong Young Ho  대한전자공학회 학술 대회 (하계) 2024, pp.1728-1732
Conference 2024 DeepVM: Integrating Spot and On-Demand VMs for Cost-Efficient Deep Learning Clusters in the Cloud   김유찬  International Symposium on Cluster, Cloud and Internet Computing (CCGrid) 2024, pp.227-235 2 원문
Conference 2024 EDDIS: Accelerating Distributed Data-Parallel DNN Training for Heterogeneous GPU Cluster   Ahn Shin Young  International Parallel and Distributed Processing Symposium (IPDPS) 2024, pp.1167-1168 0 원문
Journal 2024 CR‐M‐SpanBERT: Multiple embedding‐based DNN coreference resolution using self‐attention SpanBERT   Jung Joon Young  ETRI Journal, v.46, no.1, pp.35-47 2 원문
Journal 2024 Integrated Machine Learning Approach for the Early Prediction of Pressure Ulcers in Spinal Cord Injury Patients   Myung-Eun Lim  JOURNAL OF CLINICAL MEDICINE, v.13, no.4, pp.1-18 2 원문
Journal 2024 Integrated Machine Learning Approach for the Early Prediction of Pressure Ulcers in Spinal Cord Injury Patients   김유나  JOURNAL OF CLINICAL MEDICINE, v.13, no.4, pp.1-18 2 원문
Journal 2023 Walking/Non-walking and Indoor/Outdoor Cognitive-based PDR/GPS/ WiFi Integrated Pedestrian Navigation for Smartphones   조의연  Journal of Positioning, Navigation, and Timing, v.12, no.4, pp.399-408 원문
Conference 2023 Learning for Spatio-temporal and Relational Data   Ki-Hyuk Nam  International Conference on Big Data (Big Data) 2023, pp.6239-6241 0 원문
Journal 2023 Spatiotemporal graph neural network for multivariate multi-step ahead time-series forecasting of sea temperature   김진아  Engineering Applications of Artificial Intelligence, v.126, no.A, pp.1-15 15 원문
Journal 2023 Collaborative Worker Safety Prediction Mechanism Using Federated Learning Assisted Edge Intelligence in Outdoor Construction Environment   Sa Jim Soe Moe  IEEE Access, v.11, pp.109010-109026 8 원문
Journal 2023 Part-attentive kinematic chain-based regressor for 3D human modeling   김정환  Journal of Visual Communication and Image Representation, v.95, pp.1-9 4 원문
Conference 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 4 원문
Journal 2023 FusionLoc: Camera-2D LiDAR Fusion Using Multi-Head Self-Attention for End-to-End Serving Robot Relocalization   Lee Ji Eun  IEEE Access, v.11, pp.75121-75133 5 원문
Conference 2023 Exploration of Lossy Posture Classification Model using in-Bed Flexible Pressure Sensors   Moon Ae Kyeung  International Conference on Flexible and Printable Sensors and Systems (FLEPS) 2023, pp.1-4 3 원문
Journal 2023 CNN Learning Strategy for Recognizing Facial Expressions   Donghwan Lee  IEEE Access, v.11, pp.70865-70872 18 원문
Journal 2023 Learning Decentralized Power Control in Cell-Free Massive MIMO Networks   유대성  IEEE Transactions on Vehicular Technology, v.72, no.7, pp.9653-9658 11 원문
Journal 2023 Convolutional Autoencoder-Based Anomaly Detection for Photovoltaic Power Forecasting of Virtual Power Plants   박태섭  Energies, v.16, no.14, pp.1-20 8 원문
Conference 2023 DNN-Based Calibration Factor Estimation for Effective SINR Mapping in CQI Selection of 5G NR   고영빈  International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2023, pp.1-4 1 원문
Conference 2023 End-to-End Neural Audio Coding in the MDCT Domain   임형섭  International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2023, pp.1-5 4 원문
Journal 2023 PartitionTuner: An operator scheduler for deep‐learning compilers supporting multiple heterogeneous processing units   Yu Misun  ETRI Journal, v.45, no.2, pp.318-328 3 원문
Journal 2023 Physics-Guided Deep Scatter Estimation by Weak Supervision for Quantitative SPECT     IEEE Transactions on Medical Imaging, v.권호미정, pp.1-13 1 원문
Journal 2023 A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization   김준범  IEEE Transactions on Wireless Communications, v.22, no.1, pp.333-347 41 원문
Conference 2022 Rule Training for VMI Sketch in Developmental Testing based on a Deep Neural Network   Taegyun Lee  Conference on Neural Information Processing Systems (NeurIPS) 2022 : Workshop, pp.1-5
Conference 2022 End-to-end Stereo Audio Coding Using Deep Neural Networks   Lim Woo-Taek  Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA-ASC) 2022, pp.861-865 3 원문
Conference 2022 Self-Conditional Crowd Activity Detection Network with Multi-label Classification Head   Song Soonyong  International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.1875-1878 1 원문
Conference 2022 Normalizing Flow based Audio Coding   Jang Inseon  International Congress on Acoustics (ICA) 2022, pp.1-5
Conference 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 3 원문
Journal 2022 A Structure of Spiking Neural Networks(SNN) Compiler and a performance analysis of mapping algorithm   Yongjoo Kim  문화기술의 융합, v.8, no.5, pp.613-618 원문
Conference 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 7 원문
Journal 2022 Semi-Supervised Domain Adaptation for Multi-Label Classification on Nonintrusive Load Monitoring   허청환  Sensors, v.22, no.15, pp.1-20 19 원문
Journal 2022 Anomaly Detection Method for Drone Navigation System based on Deep Neural Network   Seo Seonghun  Journal of Positioning, Navigation, and Timing, v.11, no.2, pp.109-117 원문
Conference 2022 Real-Time Trajectory Prediction System Based On Deep Learning   Dooseop Choi  대한전자공학회 학술 대회 (하계) 2022, pp.2601-2604
Journal 2022 DG‐based SPO tuple recognition using self‐attention M‐Bi‐LSTM   Jung Joon Young  ETRI Journal, v.44, no.3, pp.438-449 5 원문
Journal 2022 Machine Learning-Based Vision-Aided Beam Selection for mmWave Multiuser MISO System   안혜민  IEEE Wireless Communications Letters, v.11, no.6, pp.1263-1267 10 원문
Journal 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 3 원문
Journal 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 3 원문
Conference 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 9 원문
Journal 2022 Physiology-based augmented deep neural network frameworks for ECG biometrics with short ECG pulses considering varying heart rates   Hanvit Kim  Pattern Recognition Letters, v.156, pp.1-6 18 원문
Journal 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 18 원문
Journal 2022 Gating Mechanism in Deep Neural Networks for Resource-Efficient Continual Learning   진현동  IEEE Access, v.10, pp.18776-18786 1 원문
Journal 2022 Material Type Recognition of Indoor Scenes via Surface Reflectance Estimation   이석영  IEEE Access, v.10, pp.134-143 4 원문
Conference 2021 Augmenting Imbalanced Time-series Data via Adversarial Perturbation in Latent Space   김범수  Asian Conference on Machine Learning (ACML) 2021, pp.1-12
Conference 2021 Multi-target Learning on asymmetric U-Net for PNI boundary detection   이상원  International Conference on Big Data Computing, Applications and Technologies (BDCAT) 2021, pp.1-5
Conference 2021 DNN Inference Offloading for Object Detection in 5G Multi-access Edge Computing   Kim Geun Yong  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.389-392 9 원문
Journal 2021 Implementing Practical DNN-Based Object Detection Offloading Decision for Maximizing Detection Performance of Mobile Edge Devices   Gi-Ha Yoon  IEEE Access, v.9, pp.140199-140211 16 원문
Journal 2021 Uncertainty-Aware Knowledge Distillation for Collision Identification of Collaborative Robots   Wookyong Kwon  Sensors, v.21, no.19, pp.1-16 8 원문
Conference 2021 Evaluating the Performance of Deep Learning Inference Service on Edge Platform   Hyun Hwa Choi  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1789-1793 0 원문
Journal 2021 Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access Networks   유대성  IEEE Wireless Communications Letters, v.10, no.10, pp.2180-2184 13 원문
Conference 2021 Supervised Service Classification using Downlink Control Indicator in LTE Physical Downlink Control Channel   Jeongwoo Son  International Conference on Information and Communication Technology Convergence (ICTC) 2021, pp.1533-1536 6 원문
Conference 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 9 원문
Conference 2021 Coded Speech Enhancement Using Neural Network-Based Vector-Quantized Residual Features   천영주  International Speech Communication Association (INTERSPEECH) 2021, pp.1664-1668 2 원문
Journal 2021 Deep transfer learning for the classification of variable sources   Daewon Kim  Astronomy & Astrophysics, v.653, pp.1-16 6 원문
Conference 2021 Adversarial Training With Stochastic Weight Average   Joong-Won Hwang  International Conference on Image Processing (ICIP) 2021, pp.814-818 8 원문
Conference 2021 A Study on Rainfall Prediction based on Meteorological Time Series   Kangwoon Hong  International Conference on Ubiquitous and Future Networks (ICUFN) 2021, pp.1-3 3 원문
Journal 2021 Cross-Corpus Speech Emotion Recognition Based on Few-Shot Learning and Domain Adaptation   안영도  IEEE Signal Processing Letters, v.28, pp.1190-1194 40 원문
Journal 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 6 원문
Journal 2021 Adversarial Optimization-Based Knowledge Transfer of Layer-Wise Dense Flow for Image Classification   Yeo Doyeob  Applied Sciences, v.11, no.8, pp.1-16 2 원문
Journal 2021 Predicting Short-Term Traffic Speed Using a Deep Neural Network to Accommodate Citywide Spatio-Temporal Correlations   Lee Yongjin  IEEE Transactions on Intelligent Transportation Systems, v.22, no.3, pp.1435-1448 18 원문
Journal 2021 Improved Human-Object Interaction Detection through On-the-Fly Stacked Generalization   이건우  IEEE Access, v.9, pp.34251-34263 4 원문
Journal 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 37 원문
Journal 2021 Autonomous trail‐following unmanned aerial vehicle system based on resource partitioning of single hardware platform   Yoojin Lim  Electronics Letters, v.57, no.6, pp.245-248 1 원문
Journal 2021 Trends and Future of Digital Personal Assistant   Kwon Oh Woog  전자통신동향분석, v.36, no.1, pp.1-11 원문
Conference 2021 DNN-based Human Activity Recognition by Learning Initial Motion Data for Virtual Multi-Sports   Kim Jong Sung  International Conference on Advanced Communications Technology (ICACT) 2021, pp.1-3 3 원문
Conference 2021 Deep Learning Framework using Scalable Shared Memory Buffer Framework   Eun-Ji Lim  International Conference on Electronics, Information and Communication (ICEIC) 2021, pp.542-544 0 원문
Journal 2020 Accelerator-Aware Fast Spatial Feature Network for Real-Time Semantic Segmentation   Minjong Kim  IEEE Access, v.8, pp.2169-3536 13 원문
Conference 2020 Colorectal Cancer Image Segmentation and Classification with Deep Neural Network Based on Information Theory   Kim Hwarang  International Conference on Bioinformatics and Biomedicine (BIBM) 2020, pp.2968-2970 2 원문
Conference 2020 Supervised Scene Boundary Detection with Relational and Sequential Information   Jeongwoo Son  International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) 2020, pp.250-258 2 원문
Conference 2020 Enhancing Environmental Data Forecasting Performance by Utilizing Multi-region Data with Hard-parameter sharing   Jang-Ho Choi  International Conference on Internet (ICONI) 2020, pp.1-3
Journal 2020 Trends in Super-High-Definition Imaging Techniques Based on Deep Neural Networks   Hyungil Kim  Mathematics, v.8, no.11, pp.1-19 4 원문
Journal 2020 SoftMemoryBox II: A Scalable, Shared Memory Buffer Framework for Accelerating Distributed Training of Large-Scale Deep Neural Networks   Ahn Shin Young  IEEE Access, v.8, pp.207097-207111 4 원문
Journal 2020 Deep Neural Networks Based Key Concealment Scheme   Kim Taehyuk  IEEE Access, v.8, pp.204214-204225 2 원문
Journal 2020 Deep Learning Methods for Universal MISO Beamforming   김준범  IEEE Wireless Communications Letters, v.9, no.11, pp.1894-1898 53 원문
Conference 2020 DNN-based Phase Noise Compensation for Sub-THz Communications   Park Hyeong Sook  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.866-868 9 원문
Journal 2020 Performance Analysis of Local Exit for Distributed Deep Neural Networks Over Cloud and Edge Computing   Lee Chang Sik  ETRI Journal, v.42, no.5, pp.658-668 26 원문
Conference 2020 Fast Prototyping of a Deep Neural Network On an FPGA   Kim Wonjong  International SoC Design Conference (ISOCC) 2020, pp.214-215 2 원문
Conference 2020 Magnifier Network for Ceramic Z-directional Height Estimation with a Single Image   Hyejin S. Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.1199-1202 0 원문
Conference 2020 Flying Drone Classification based on Visualization of Acoustic Signals with Deep Neural Networks   Song Soonyong  International Conference on Information and Communication Technology Convergence (ICTC) 2020, pp.546-548 2 원문
Journal 2020 A Self-Reasoning Framework for Anomaly Detection Using Video-Level Labels   Muhammad Zaigham Zaheer  IEEE Signal Processing Letters, v.27, pp.1705-1709 96 원문
Conference 2020 Deep Multi Class-wise Clothing Attributes Recognition for the Elderly Care Robot Environment   Park Chan Kyu  International Symposium on Robot and Human Interactive Communication (RO-MAN) 2020, pp.1-4
Conference 2020 Adaptive Behavior Generation of Social Robots Based on User Behavior Recognition   Woori Ko  International Symposium on Robot and Human Interactive Communication (RO-MAN) 2020, pp.1-4
Journal 2020 Automated optimization for memory‐efficient high‐performance deep neural network accelerators   Kim Hyun Mi  ETRI Journal, v.42, no.4, pp.505-517 9 원문
Journal 2020 Drone Simulation Technologies   Lee Soo Jeon  전자통신동향분석, v.35, no.4, pp.81-90 원문
Journal 2020 Deep Neural Networks with a Set of Node-wise Varying Activation Functions   Jang Jinhyeok  Neural Networks, v.126, pp.118-131 11 원문
Journal 2020 Online Speech Recognition Using Multichannel Parallel Acoustic Score Computation and Deep Neural Network (DNN)- Based Voice-Activity Detector   Yoo Rhee Oh  Applied Sciences, v.10, no.12, pp.1-21 9 원문
Journal 2020 Online Speech Recognition Using Multichannel Parallel Acoustic Score Computation and Deep Neural Network (DNN)- Based Voice-Activity Detector   Kiyoung Park  Applied Sciences, v.10, no.12, pp.1-21 9 원문
Conference 2020 SmoothMix: a Simple Yet Effective Data Augmentation to Train Robust Classifiers   Jin Ha Lee  Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) 2020, pp.3264-3274 36 원문
Conference 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 5 원문
Journal 2020 Automatic Dense Annotation for Monocular 3D Scene Understanding   Md Alimoor Reza  IEEE Access, v.8, pp.68852-68865 2 원문
Journal 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 28 원문
Journal 2020 Quality Prediction on Deep Generative Images   고현석  IEEE Transactions on Image Processing, v.29, pp.5964-5979 28 원문
Conference 2020 Perceptual Video Coding using Deep Neural Network Based JND Model   Kim Jongho  Data Compression Conference (DCC) 2020, pp.375-375 4 원문
Conference 2020 Edge Camera based Dynamic Lighting Control System for Smart Streetlights   Baek Jang Woon  International Conference on Artificial Intelligence in Information and Communication (ICAIIC) 2020, pp.732-734 9 원문
Conference 2019 Light-weighted Mobile-Net based Human Pose Estimation for AR Service   Lee Byung-Gyu  International Conference on Advanced Computing, Communication, and Information Sciences (ICACCI) 2019, pp.14-15
Journal 2019 Patch orientation‐specified network for learning‐based image super‐resolution   Yoo Seok Bong  Electronics Letters, v.55, no.23, pp.1233-1235 3 원문
Conference 2019 A Performance Comparison of Loss Functions   Kwantae Cho  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1146-1151 9 원문
Journal 2019 Twin-Net Descriptor: Twin Negative Mining With Quad Loss for Patch-Based Matching   Aman Irshad  IEEE Access, v.7, pp.136062-136072 5 원문
Conference 2019 Safety Monitoring for Human Robot Collaborative Workspaces   Kang Sang Seung  International Conference on Control, Automation and Systems (ICCAS) 2019, pp.1192-1194 3 원문
Conference 2019 A Machine Learning Approach that Meets Axiomatic Properties in Probabilistic Analysis of LTE Spectral Efficiency   Yoon Joo Lee  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1451-1453 10 원문
Conference 2019 A Study on Speech Emotion Recognition Using a Deep Neural Network   Lee Kyong Hee  International Conference on Information and Communication Technology Convergence (ICTC) 2019, pp.1162-1165 26 원문
Conference 2019 Cascaded Cross-Module Residual Learning towards Lightweight End-to-End Speech Coding   KAI Zhen  International Speech Communication Association (INTERSPEECH) 2019, pp.3396-3400 40 원문
Journal 2019 Implementation Methodologies of Deep Learning-Based Signal Detection for Conventional MIMO Transmitters   Baek Myung-Sun  IEEE Transactions on Broadcasting, v.65, no.3, pp.636-642 86 원문
Journal 2019 Probabilistic Analysis of Spectral Efficiency for LTE Based on PDCCH Measurement Data   Yoon Joo Lee  IEEE Communications Letters, v.23, no.9, pp.1626-1630 3 원문
Journal 2019 Trends in Deep-neural-network-based Dialogue Systems   Kwon Oh Woog  전자통신동향분석, v.34, no.4, pp.55-64 원문
Conference 2019 희소성 제한된 분해 뉴런을 이용한 심층 신경망 파라메타 축소   Chung Hoon  International Joint Conference on Neural Networks (IJCNN) 2019, pp.1-5 6 원문
Conference 2019 Measurement of Operator Utilization in DNN HW Accelerator based on SoC Virtual Platform   Sung Jae Yoon  International Conference on Consumer Electronics (ICCE) 2019 : Asia, pp.1-3
Conference 2019 Effects of Hyper-Parameters for Deep Reinforcement Learning in Robotic Motion Mimicry: A Preliminary Study   Kimtaewoo  International Conference on Ubiquitous Robots (UR) 2019, pp.228-235 3 원문
Conference 2019 Distortion Element Estimation Technique based on Deep Learning for Self-Interference Cancellation of Full Duplex Communication System   Baek Myung-Sun  International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB) 2019, pp.1-4 1 원문
Journal 2019 DVSNet: deep variance‐stabilised network robust to spatially variant characteristics in imaging   Yoo Seok Bong  Electronics Letters, v.55, no.9, pp.529-531 3 원문
Journal 2019 Rank‐weighted reconstruction feature for a robust deep neural network‐based acoustic model   Chung Hoon  ETRI Journal, v.41, no.2, pp.235-241 3 원문
Journal 2019 SCENet: Secondary Domain Intercorrelation Enhanced Network for Alleviating Compressed Poisson Noises   Yoo Seok Bong  Sensors, v.19, no.8, pp.1-13 2 원문
Journal 2019 Fast Speaker Adaptation using Extended Diagonal Linear Transformation for Deep Neural Networks   Kim Dong Hyun  ETRI Journal, v.41, no.1, pp.109-116 2 원문
Conference 2019 Modelling Chlorophyll-a Concentration using Deep Neural Networks considering Extreme Data Imbalance and Skewness   Jang-Ho Choi  International Conference on Advanced Communications Technology (ICACT) 2019, pp.631-634 31 원문
Journal 2019 A Survey of Deep Learning-based Network Anomaly Detection   권동운  Cluster Computing, v.22, no.Supp.1, pp.949-961 507 원문
Conference 2018 High-Degree Feature for Deep Neural Network based Acoustic Model   Chung Hoon  Workshop on Spoken Language Technology (SLT) 2018, pp.1-5 0 원문
Conference 2018 Distributed Deep Learning Framework based on Shared Memory for Fast Deep Neural Network Training   Eun-Ji Lim  International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.1239-1242 13 원문
Conference 2018 An Approach on a Combination of Higher-order Statistics and Higher-order Differential Energy Operator for Detecting Pathological Voice with Machine Learning   Jihye Moon  International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.46-51 11 원문
Conference 2018 CNN based Sentence Classification with Semantic Features using Word Clustering   Hwa Yeon Kim  International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.484-488 5 원문
Journal 2018 Deep Compression of Convolutional Neural Networks with Low-rank Approximation   Marcella Astrid  ETRI Journal, v.40, no.4, pp.421-434 15 원문
Journal 2018 Trends in Neuromorphic Software Platform for Deep Neural Network   Yu Misun  전자통신동향분석, v.33, no.4, pp.14-22 원문
Conference 2018 ShmCaffe: A Distributed Deep Learning Platform with Shared Memory Buffer for HPC Architecture   Ahn Shin Young  International Conference on Distributed Computing Systems (ICDCS) 2018, pp.1118-1128 22 원문
Journal 2018 Horizon Detection in Maritime Images using Scene Parsing Network   Jeong Chi Yoon  Electronics Letters, v.54, no.12, pp.760-762 30 원문
Journal 2018 Action-Driven Visual Object Tracking With Deep Reinforcement Learning   윤상두  IEEE Transactions on Neural Networks and Learning Systems, v.29, no.6, pp.2239-3352 66 원문
Journal 2018 Soft Memory Box: A Virtual Shared Memory Framework for Fast Deep Neural Network Training in Distributed High Performance Computing   Ahn Shin Young  IEEE Access, v.6, pp.26493-26504 16 원문
Conference 2018 Deep Learning-based Behavior Generation for Social Robots   Woori Ko  International Conference on Human-Robot Interaction (HRI) 2018 : Workshop, pp.1-3
Journal 2018 On-Line Detection and Segmentation of Sports Motions Using a Wearable Sensor   Kim Woo-Suk  Sensors, v.18, no.3, pp.1-11 14 원문
Conference 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
Conference 2017 A Preliminary Study on the Pronunciation Rule of Korean Pronoun for English Speakers   Lee Damheo  Conference of the Oriental Chapter of International Committee for Coordination and Standardization of Speech Databases and Assessment Techniques (O-COCOSDA) 2017, pp.294-297
Conference 2017 Semantic Segmentation for Autonomous Driving Using Deep Neural Network   Park Sangheon  대한전자공학회 종합 학술 대회 (추계) 2017, pp.630-633
Conference 2017 Accelerating Training of DNN in Distributed Machine Learning System with Shared Memory   Eun-Ji Lim  International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1210-1213 7 원문
Conference 2017 Activation Functions of Deep Neural Networks for Polar Decoding Applications   Jihoon Seo  International Symposium on Personal, Indoor, and Mobile Radio Communication (PIMRC) 2017, pp.1-5 11 원문
Conference 2017 4D Effect Video Classification with Shot-aware Frame Selection and Deep Neural Networks   Siadari T. Suprapto  International Conference on Computer Vision Workshops (ICCVW) 2017, pp.1148-1155 9 원문
Conference 2017 Sports Motion Analysis System using Wearable Sensors and Video Cameras   Kim Woo-Suk  International Conference on Information and Communication Technology Convergence (ICTC) 2017, pp.1090-1092 11 원문
Conference 2017 A Deep-Learning based Native-Language Classification by using a Latent Semantic Analysis for the NLI Shared Task 2017   Yoo Rhee Oh  Workshop on Innovative Use of NLP for Building Educational Applications, pp.413-422
Conference 2017 Deep-Learning Based Automatic Spontaneous Speech Assessment in a Data-Driven Approach for the 2017 SLaTE CALL Shared Challenge   Yoo Rhee Oh  Speech and Language Technology in Education (SLaTE) Workshop 2017, pp.111-116
Conference 2017 Enhanced Feature Extraction for Speech Detection in Media Audio   Jang Inseon  International Speech Communication Association (INTERSPEECH) 2017, pp.479-483 4 원문
Conference 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 1278 원문
Journal 2017 DNN-based Acoustic Modeling for Speech Recognition of Native and Foreign Speakers   Kang Byung Ok  말소리와 음성과학, v.9, no.2, pp.95-101 원문
Conference 2017 Phonetic State Relation Graph Regularized Deep Neural Network for Robust Acoustic Model   Chung Hoon  International Joint Conference on Neural Networks (IJCNN) 2017, pp.3081-3085 0 원문
Conference 2017 Non-Speech Section Detection on Media Contents   Jang Inseon  International Workshop on Advanced Image Technology (IWAIT) 2017, pp.1-2
Conference 2017 Deep Neural Networks for Wild fire Detection with Unmanned Aerial Vehicle   Lee Won Jae  International Conference on Consumer Electronics (ICCE) 2017, pp.271-272 115 원문
Conference 2016 Deep Neural Network based Acoustic Model Parameter Reduction Using Manifold Regularized Low Rank Matrix Factorization   Chung Hoon  Workshop on Spoken Language Technology (SLT) 2016, pp.1-6 3 원문
Conference 2016 Performance Improvement of the Conversational Speech Recognition System using Deep Neural Network in a Car Navigation System   Woo Yong Choi  International Conference on Engineering, Technology, and Applied Science (ICETA) 2016 (Fall), pp.1-7
Conference 2016 Selective Inference for Accelerating Deep Learning-based Image Classification   Lee Hyun Yong  International Conference on Information and Communication Technology Convergence (ICTC) 2016, pp.135-137 5 원문
Conference 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
Conference 2016 Initializing Deep Learning Based on Latent Dirichlet Allocation for Document Classification   Jeon Hyung-Bae  International Conference on Neural Information Processing (ICONIP) 2016 (LNCS 9949), v.9949, pp.634-641 1 원문
Conference 2016 Hardware Design Exploration of Fully-Connected Deep Neural Network with Binary Parameters   Kim Jin Kyu  International SoC Design Conference (ISOCC) 2016, pp.312-313 2 원문
Conference 2016 Deep Neural Network Using Trainable Activation Functions   Chung Hoon  International Joint Conference on Neural Networks (IJCNN) 2016, pp.348-352 55 원문
Conference 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 48 원문
특허 검색결과
Status Year Patent Name Country Family Pat. KIPRIS
Registered 2016 APPARATUS AND METHOD FOR LARGE VOCABULARY CONTINUOUS SPEECH RECOGNITION UNITED STATES
Registered 2021 DEEP LEARNING BASED BEAMFORMING METHOD AND APPARATUS UNITED STATES
Registered 2022 METHOD AND SYSTEM FOR RETRIEVING VIDEO SEGMENT BY A SEMANTIC QUERY UNITED STATES
Registered 2022 METHOD AND SYSTEM FOR RETRIEVING VIDEO SEGMENT BY A SEMANTIC QUERY UNITED STATES
Registered 2018 APPARATUS AND METHOD FOR LINEARLY APPROXIMATING DEEP NEURAL NETWORK MODEL UNITED STATES
Registered 2014 신호처리 알고리즘이 통합된 심층 신경망 기반의 음성인식 장치 및 이의 학습방법 KOREA KIPRIS
Registered 2015 SIGNAL PROCESSING ALGORITHM-INTEGRATED DEEP NEURAL NETWORK-BASED SPEECH RECOGNITION APPARATUS AND LEARNING METHOD TEHREOF UNITED STATES
Registered 2020 METHOD AND APPARATUS FOR REMOVING COMPRESSED POISSON NOISE OF IMAGE BASED ON DEEP NEURAL NETWORK UNITED STATES
Registered 2016 심층 신경망 기반 음성인식 방법 및 그 장치 KOREA KIPRIS
Registered 2016 심층 신경망 기반의 음성인식 시스템 KOREA KIPRIS
Registered 2020 심층 신경망 기반의 추론 서비스 제공 시스템 및 방법 KOREA KIPRIS
Registered 2019 심층 신경망 분할 방법 및 장치 KOREA
Registered 2018 심층 신경망을 이용한 사이버 위협 탐지 방법 및 장치 KOREA KIPRIS
Registered 2021 SYSTEM FOR LOCAL OPTIMIZATION OF OBJECT DETECTOR BASED ON DEEP NEURAL NETWORK AND METHOD OF CREATING LOCAL DATABASE THEREFOR UNITED STATES
Registered 2023 AUDIO SIGNAL COMPRESSION METHOD AND APPARATUS USING DEEP NEURAL NETWORK-BASED MULTILAYER STRUCTURE AND TRAINING METHOD THEREOF UNITED STATES
Registered 2017 심층신경망 기반 음성 인식 시스템을 위한 발화 검증 방법 KOREA KIPRIS
Registered 2018 심층신경망 모델의 선형 근사화 방법 및 장치 KOREA
Registered 2020 심층신경망을 기반으로 하는 객체 검출기의 지역 최적화를 위한 시스템 및 이를 위한 로컬 데이터베이스 생성 방법 KOREA KIPRIS
Registered 2022 RESOURCE RESETTABLE DEEP NEURAL NETWORK ACCELERATOR, SYSTEM, AND METHOD JAPAN
Registered 2020 얼굴의 정렬 형태에 강인한 얼굴 인식 방법 및 그 장치 KOREA KIPRIS
Registered 2020 METHOD AND APPARATUS FOR PARTITIONING DEEP NEURAL NETWORKS UNITED STATES
Registered 2017 중대형 네트워크의 학습을 위한 점진적인 학습 기반 정보 이전 방법 및 그 장치 KOREA KIPRIS
Registered 2021 ELECTRONIC DEVICE GENERATING MULTI-PLANE-IMAGE OF ARBITRARY VIEWPOINT AND OPERATING METHOD THEREOF UNITED STATES
Registered 2020 확장 가능한 심층신경망 기반 고속 관심 객체 검출 장치 및 그 방법 KOREA
연구보고서 검색결과
Type Year Research Project Primary Investigator Download
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