Scholarworks@UNIST: Browsing Repository

3DMesh-GAR: 3D Human Body Mesh-Based Method for Group Activity Recognition File File

Saqlain, Muhammad , Kim, Donguk , Cha, Junuk , Lee, Changhwa , Lee, Seongyeong , Baek, Seungryul

Article Issue Date2022-02 View5

A Bipartite Graph Neural Network Approach for Scalable Beamforming Optimization File

Kim, Junbeom , Lee, Hoon , Hong, Seung-Eun , Park, Seok-Hwan

Article Issue Date2023-01 View10

A Deep Learning Approach to Universal Binary Visible Light Communication Transceiver File

Lee, Hoon , Quek, Tony Q. S. , Lee, Sang Hyun

Article Issue Date2020-02 View6

A Deep Learning-based Cryptocurrency Price Prediction Model That Uses On-chain Data File File

Kim, Gyeongho , Shin, Dong-Hyun , Choi, Jae Gyeong , Lim, Sunghoon

Article Issue Date2022-06 View5

A MATHEMATICAL FRAMEWORK FOR DEEP LEARNING IN ELASTIC SOURCE IMAGING File

Yoo, Jaejun , Wahab, Abdul , Ye, Jong Chul

Article Issue Date2018-10 View8

A multi-domain mixture density network for tool wear prediction under multiple machining conditions File File

Kim, Gyeongho , Yang, Sang Min , Kim, Sinwon , Kim, Do Young , Choi, Jae Gyeong , Park, Hyung Wook , Lim, Sunghoon

Article Issue Date2023-12 View8

A new statistical downscaling approach for short-term forecasting of summer air temperatures through a fusion of deep learning and spatial interpolation File

Cho, Dongjin , Im, Jungho , Jung, Sihun

Article Issue Date2024-04 View15

An Integrative Remote Sensing Application of Stacked Autoencoder for Atmospheric Correction and Cyanobacteria Estimation Using Hyperspectral Imagery File File

Pyo, JongCheol , Duan, Hongtao , Ligaray, Mayzonee , Kim, Minjeong , Baek, Sangsoo , Kwon, Yong Sung , Lee, Hyuk , Kang, Taegu , Kim, Kyunghyun , Cha, YoonKyung , et al

Article Issue Date2020-03 View5

Application of YOLO and ResNet in Heat Staking Process Inspection File File

Jung, Hail , Rhee, Jeongjin

Article Issue Date2022-12 View4

Automated peak picking using region-based convolutional neural network for operational modal analysis File

Kim, Hyunjun , Sim, Sung-Han

Article Issue Date2019-11 View3

Automated wireless monitoring system for cable tension forces using deep learning File

Jeong, Seunghoo , Kim, Hyunjun , Lee, Junhwa , Sim, Sung-Han

Article Issue Date2021-07 View4

Computational approach for plasma process optimization combined with deep learning model File

Ko, Jungmin , Bae, Jinkyu , Park, Minho , Jo, Younghyun , Lee, Hyunjae , Kim, Kyunghyun , Yoo, Suyoung , Nam, Sang Ki , Sung, Dougyong , Kim, Byungjo

Article Issue Date2023-08 View13

Contrast Transfer Function-Based Exit-Wave Reconstruction and Denoising of Atomic-Resolution Transmission Electron Microscopy Images of Graphene and Cu Single Atom Substitutions by Deep Learning Framework File File

Lee, Jongyeong , Lee, Yeongdong , Kim, Jaemin , Lee, Zonghoon

Article Issue Date2020-10 View6

Cross-Section Bead Image Prediction in Laser Keyhole Welding of AISI 1020 Steel Using Deep Learning Architectures File File

Oh, Sehyeok , Ki, Hyungson

Article Issue Date2020-04 View4

Deep Learning Approach for Outage-Constrained Non-Orthogonal Random Access File

Jang, Han Seung , Lee, Hoon , Quek, Tony Q. S.

Article Issue Date2022-03 View4

Deep Learning for Simulating Harmful Algal Blooms Using Ocean Numerical Model File File

Baek, Sang-Soo , Pyo, JongCheol , Kwon, Yong Sung , Chun, Seong-Jun , Baek, Seung Ho , Ahn, Chi-Yong , Oh, Hee-Mock , Kim, Young Ok , Cho, Kyung Hwa

Article Issue Date2021-10 View9

Deep Learning Methods for Joint Optimization of Beamforming and Fronthaul Quantization in Cloud Radio Access Networks File

Yu, Daesung , Lee, Hoon , Park, Seok-Hwan , Hong, Seung-Eun

Article Issue Date2021-10 View7

Deep Learning Methods for Universal MISO Beamforming File

Kim, Junbeom , Lee, Hoon , Hong, Seung-Eun , Park, Seok-Hwan

Article Issue Date2020-11 View10

Deep learning with domain adaptation for accelerated projection-reconstruction MR File

Han, Yoseob , Yoo, Jaejun , Kim, Hak Hee , Shin, Hee Jung , Sung, Kyunghyun , Ye, Jong Chul

Article Issue Date2018-09 View8

Deep Learning-Based Limited Feedback Designs for MIMO Systems File

Jang, Jeonghyeon , Lee, Hoon , Hwang, Sangwon , Ren, Haibao , Lee, Inkyu

Article Issue Date2020-04 View5

Deep learning-based monitoring of overshooting cloud tops from geostationary satellite data File

Kim, Miae , Lee, Junghye , Im, Jungho

Article Issue Date2018-04 View5

Deep Learning-Based Power Control for Non-Orthogonal Random Access File

Jang, Han Seung , Lee, Hoon , Quek, Tony Q. S.

Article Issue Date2019-11 View5

Deep neural network-based reduced-order modeling of ion-surface interactions combined with molecular dynamics simulation File

Kim, Byungjo , Bae, Jinkyu , Jeong, Hyunhak , Hahn, Seung Ho , Yoo, Suyoung , Nam, Sang Ki

Article Issue Date2023-09 View13

Deep Residual Learning for Accelerated MRI Using Magnitude and Phase Networks File

Lee, Dongwook , Yoo, Jaejun , Tak, Sungho , Ye, Jong Chul

Article Issue Date2018-09 View8

Deep-Learning-Based Algorithm for the Removal of Electromagnetic Interference Noise in Photoacoustic Endoscopic Image Processing File File

Gulenko, Oleksandra , Yang, Hyunmo , Kim, KiSik , Youm, Jin Young , Kim , Minjae , Kim, Yunho , Jung, Woonggyu , Yang, Joon-Mo

Article Issue Date2022-05 View12

Deep-Learning-Based Label-Free Segmentation of Cell Nuclei in Time-Lapse Refractive Index Tomograms File

Lee, Jimin , Kim, Hyejin , Cho, Hyungjoo , Jo, Youngju , Song, Yujin , Ahn, Daewoong , Lee, Kangwon , Park, Yongkeun , Ye, Sung-Joon

Article Issue Date2019-06 View4

Deep-Learning-Based Predictive Architectures for Self-Piercing Riveting Process File

Oh, Sehyeok , Kim, Hyun Kyung , Jeong, Taek-Eon , Kam, Dong-Hyuck , Ki, Hyungson

Article Issue Date2020-06 View11

DeepVehicleSense: An Energy-Efficient Transportation Mode Recognition Leveraging Staged Deep Learning Over Sound Samples File

Lee, Sungyong , Lee, Jinsung , Lee, Kyunghan

Article Issue Date2023-06 View5

Development of a Privacy-Preserving UAV System With Deep Learning-Based Face Anonymization File File

Lee, Harim , Kim, Myeung Un , Kim, Yeongjun , Lyu, Hyeonsu , Yang, Hyun Jong

Article Issue Date2021-10 View6

Energy Consumption Forecasting in Korea Using Machine Learning Algorithms File

Shin, Sun-Youn , Woo, Han-Gyun

Article Issue Date2022-07 View5

Hybrid Deep Learning Crystallographic Mapping of Polymorphic Phases in Polycrystalline Hf0.5Zr0.5O2 Thin Films File

Kim, Young-Hoon , Yang, Sang-Hyeok , Jeong, Myoungho , Jung, Min-Hyoung , Yang, Daehee , Lee, Hyangsook , Moon, Taehwan , Heo, Jinseong , Jeong, Hu Young , Lee, Eunha , et al

Article Issue Date2022-05 View6

Improving Energy Efficiency Fairness of Wireless Networks: A Deep Learning Approach File File

Lee, Hoon , Jang, Han Seung , Jung, Bang Chul

Article Issue Date2019-11 View3

ISCL: Interdependent Self-Cooperative Learning for Unpaired Image Denoising File File

Lee, Kanggeun , Jeong, Won-Ki

Article Issue Date2021-11 View5

Learning Decentralized Power Control in Cell-Free Massive MIMO Networks File

Yu, Daesung , Lee, Hoon , Hong, Seung-Eun , Park, Seok-Hwan

Article Issue Date2023-07 View11

Learning Robust Beamforming for MISO Downlink Systems File

Kim, Junbeom , Lee, Hoon , Park, Seok-Hwan

Article Issue Date2021-06 View5

Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles File

Kim, Jaeho , Kang, Hyewon , Yang, Jaewan , Jung, Haneul , Lee, Seulki , Lee, Junghye

Article Issue Date2023-09 View9

Online Safety Zone Estimation and Violation Detection for Nonstationary Objects in Workplaces File File

Cho, Hyunjoong , Lee, Kyuiyong , Choi, Nakkwan , Kim, Seok , Lee, Jinhwi , Yang, Seungjoon

Article Issue Date2022-04 View4

Precipitation nowcasting using ground radar data and simpler yet better video prediction deep learning File

Han, Daehyeon , Choo, Minki , Im, Jungho , Shin, Yeji , Lee, Juhyun , Jung, Sihun

Article Issue Date2023-12 View15

Prediction of Alzheimer's disease-specific phospholipase c gamma-1 SNV by deep learning-based approach for high-throughput screening File

Kim, Sung-Hyun , Yang, Sumin , Lim, Key-Hwan , Ko, Euiseng , Jang, Hyun-Jun , Kang, Mingon , Suh, Pann-Ghill , Joo, Jae-Yeol

Article Issue Date2021-01 View4

Prediction of Water Level and Water Quality Using a CNN-LSTM Combined Deep Learning Approach File File

Baek, Sang-Soo , Pyo, Jongcheol , Chun, Jong Ahn

Article Issue Date2020-12 View2

Recent Advances in Applying Machine Learning and Deep Learning to Detect Upper Gastrointestinal Tract Lesions File

Vania, Malinda , Tama, Bayu Adhi , Maulahela, Hasan , Lim, Sunghoon

Article Issue Date2023-06 View4

Single image reflection removal using non-linearly synthesized glass images and semantic context File

Han, Byeong-Ju , Sim, Jae-Young

Article Issue Date2019-11 View4

Towards Single 2D Image-Level Self-Supervision for 3D Human Pose and Shape Estimation File File

Cha, Junuk , Saqlain, Muhammad , Lee, Changhwa , Lee, Seongyeong , Lee, Seungeun , Kim, Donguk , Park, Won-Hee , Baek, Seungryul

Article Issue Date2021-10 View9

TS-Net: A Deep Learning Framework for Automated Assessment of Longitudinal Tumor Volume Changes in an Orthotopic Breast Cancer Model using MRI File File

Jun, Yunkyoung , Jin ,Seokha , Myung, Noehyun , Jeong, Jiwoo , Lee, Jimin , Cho, Hyungjoon

Article Issue Date2023-06 View10

Wavelet-like convolutional neural network structure for time-series data classification File

Park, Seungtae , Jeong, Haedong , Min, Hyungcheol , Lee, Hojin , Lee, Seungchul

Article Issue Date2018-08 View6

인공 신경망 경량화 알고리듬을 활용한 마커 인식 연구 File

박태욱 , 신희중 , 오현동

Article Issue Date2023-08 View9

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