Master317

  Department of Electrical Engineering and Computer Science Theses

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Thesis
Video Instance Segmentation using Knowledge Distillation
  • Hojin Kim
  • 2023
  • Hojin Kim. (2023). Video Instance Segmentation using Knowledge Distillation. doi: 10.22677/THESIS.200000653859
  • DGIST
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Thesis
Unsupervised Domain Adaptation for Visual Perception in Various Environments
  • Changjae Kim
  • 2023
  • Changjae Kim. (2023). Unsupervised Domain Adaptation for Visual Perception in Various Environments. doi: 10.22677/THESIS.200000653655
  • DGIST
  • View : 125
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Thesis
Performance Improvement of Camera Lane Detection Network Using Image Pre-processing and Polynomial Regression
  • Jungeun Kim
  • 2023
  • Jungeun Kim. (2023). Performance Improvement of Camera Lane Detection Network Using Image Pre-processing and Polynomial Regression. doi: 10.22677/THESIS.200000659476
  • DGIST
  • View : 152
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Thesis
Burst Image Denoising and Demosaicing using Generative Models based on Unsupervised Learning
  • SeonHwa Kim
  • 2023
  • SeonHwa Kim. (2023). Burst Image Denoising and Demosaicing using Generative Models based on Unsupervised Learning. doi: 10.22677/THESIS.200000658438
  • DGIST
  • View : 367
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Thesis
Communication-Efficient and Drift-Robust Federated Learning via Elastic Net
  • Seonhyeong Kim
  • 2023
  • Seonhyeong Kim. (2023). Communication-Efficient and Drift-Robust Federated Learning via Elastic Net. doi: 10.22677/THESIS.200000653511
  • DGIST
  • View : 265
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Thesis
Minimum Time Circuit Driving RC Car with Reinforcement Learning
  • Minhyeok Kwon
  • 2023
  • Minhyeok Kwon. (2023). Minimum Time Circuit Driving RC Car with Reinforcement Learning. doi: 10.22677/THESIS.200000652238
  • DGIST
  • View : 242
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Thesis
Performance Analysis of Object Detection Depending on Reliability of Cellular V2X
  • Dongyoon Kwon
  • 2023
  • Dongyoon Kwon. (2023). Performance Analysis of Object Detection Depending on Reliability of Cellular V2X. doi: 10.22677/THESIS.200000656994
  • DGIST
  • View : 114
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Thesis
Few Scanline Deep Learning Network for Ultrasound Image Segmentation
  • Minji Kang
  • 2023
  • Minji Kang. (2023). Few Scanline Deep Learning Network for Ultrasound Image Segmentation. doi: 10.22677/THESIS.200000657134
  • DGIST
  • View : 138
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Thesis
Transformer-based Explainable Artificial Intelligence (XAI) for the Classification of Brain fNIRS Signals
  • Jim Knebel
  • 2023
  • Jim Knebel. (2023). Transformer-based Explainable Artificial Intelligence (XAI) for the Classification of Brain fNIRS Signals. doi: 10.22677/THESIS.200000658414
  • DGIST
  • View : 341
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Thesis
Sampling Period Optimization for QoS Guarantee in the Internet of Battlefield Things
  • Gwangjin Wi
  • 2023
  • Gwangjin Wi. (2023). Sampling Period Optimization for QoS Guarantee in the Internet of Battlefield Things. doi: 10.22677/THESIS.200000656402
  • DGIST
  • View : 131
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Thesis
Practical Resource Allocation for Utility Maximization in MIMO-based 5G Cellular Systems
  • Joonpyo Hong
  • 2022
  • Joonpyo Hong. (2022). Practical Resource Allocation for Utility Maximization in MIMO-based 5G Cellular Systems. doi: 10.22677/thesis.200000629971
  • DGIST
  • View : 213
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Thesis
Deep Neural Network for Golay-coded excitation Ultrasound Imaging without frame rate reduction
  • Sun Tae Hwang
  • 2022
  • Sun Tae Hwang. (2022). Deep Neural Network for Golay-coded excitation Ultrasound Imaging without frame rate reduction. doi: 10.22677/thesis.200000628638
  • DGIST
  • View : 362
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Thesis
A Holistic Real-Time Scheduling Framework on Multi-Threaded ROS2 Executors
  • Suji Jung
  • 2022
  • Suji Jung. (2022). A Holistic Real-Time Scheduling Framework on Multi-Threaded ROS2 Executors. doi: 10.22677/thesis.200000627497
  • DGIST
  • View : 369
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Thesis
Efficient Design of Secure IoT Data Sharing with Fine-grained Access Control
  • Woojin Jeon
  • 2022
  • Woojin Jeon. (2022). Efficient Design of Secure IoT Data Sharing with Fine-grained Access Control. doi: 10.22677/thesis.200000627132
  • DGIST
  • View : 211
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Thesis
Smart Xero-based Ultrasonic Blood Flowmeter System for an Extracorporeal Membrane Oxygenation Device
  • Hah Min Lew
  • 2022
  • Hah Min Lew. (2022). Smart Xero-based Ultrasonic Blood Flowmeter System for an Extracorporeal Membrane Oxygenation Device. doi: 10.22677/thesis.200000627088
  • DGIST
  • View : 214
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A Robot Operating System Framework for Secure UAV Communications

Thesis
A Robot Operating System Framework for Secure UAV Communications
  • Hyojun Lee
  • 2021
  • Hyojun Lee. (2021). A Robot Operating System Framework for Secure UAV Communications. doi: 10.22677/thesis.200000366933
  • DGIST
  • View : 349
  • Download : 219
Thesis
Post-hoc Analysis of Trained Classification Models for Interpretability
  • Jaemyeong Eo
  • 2021
  • Jaemyeong Eo. (2021). Post-hoc Analysis of Trained Classification Models for Interpretability. doi: 10.22677/thesis.200000368542
  • DGIST
  • View : 253
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Thesis
A deep learning method for chamber enlargement diagnosis
  • Keonwoo Noh
  • 2021
  • Keonwoo Noh. (2021). A deep learning method for chamber enlargement diagnosis. doi: 10.22677/thesis.200000366283
  • DGIST
  • View : 281
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Thesis
Evolutionary Search Algorithm for the Optimized Dataflow Engine in Deep Learning
  • Jooyeon Lee
  • 2021
  • Jooyeon Lee. (2021). Evolutionary Search Algorithm for the Optimized Dataflow Engine in Deep Learning. doi: 10.22677/thesis.200000366431
  • DGIST
  • View : 260
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Thesis
Wireless SDN for Network Recovery in FANET
  • Dongho Suh
  • 2021
  • Dongho Suh. (2021). Wireless SDN for Network Recovery in FANET. doi: 10.22677/thesis.200000365660
  • DGIST
  • View : 211
  • Download : 0
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