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Learning to Achieve Goals via Curriculum and Hierarchical Reinforcement Learning File File

Thesis Issue Date2024-08 View0

Heterogeneity-aware resource management techniques for data-intensive applications File File

Han, Myeonggyun

Thesis Issue Date2024-02 View51

Enabling Deep Neural Network Inferences on Resource-constraint Devices File File

Thesis Issue Date2023-02 View24

Measuring the Contribution of the Input to the Prediction of the Deep Neural Network by Exploring the Input Space File File

Thesis Issue Date2023-02 View30

Improving the Performance of Big Data Analytics Platforms by Task and I/O Granularity Adjustment File File

Thesis Issue Date2023-02 View34

Understanding Latency-Guaranteed Networking and Its Implication in Cellular Networks File

Thesis Issue Date2023-02 View24

Anomaly Detection with High-Dimensional Complex Data File File

Thesis Issue Date2022-08 View21

Geometric Optimization Problem Solving: Matching Sets of Line Segments and Multi-robot Path Planning File File

Thesis Issue Date2022-08 View37

System Software Techniques Leveraging Emerging Hardware for High-Performance, Efficient, and Fairness-Aware Computing File File

Thesis Issue Date2022-08 View17

Improving Robot Team's performance by Passing Objects between Robots File File

Thesis Issue Date2022-08 View35

Interactive and Intelligent Visualization of 3D Biomedical Image Data for Comparative Analysis File File

Thesis Issue Date2022-02 View16

Secure Fully Homomorphic Authenticated Encryption File File

Thesis Issue Date2022-02 View14

Towards Self-Supervised Learning for Image Restoration File File

Thesis Issue Date2022-02 View16

On the Economics Effects of CDN Interconnections for Content Delivery File File

Thesis Issue Date2022-02 View13

Empowering Storage Systems with Lightweight Critical Path via Persistent Memory File File

Thesis Issue Date2021-08 View10

IO Optimization Techniques for Disk-based Graph Engines File File

Thesis Issue Date2021-08 View38

Dynamic Use of Persistent Memory as Storage and Memory for Improved Resource Utilization File File

Thesis Issue Date2021-08 View19

Efficient Distributed DNN Training through Resource-Aware Hybrid Parallelism File File

Thesis Issue Date2021-08 View13

PROBABILISTIC MODEL DISCOVERY RELATIONAL LEARNING AND SCALABLE INFERENCE File File

Thesis Issue Date2021-02 View18

Realistic Microscopy Image Translation using Multi-Task Learning and Structure-Aware Constraints for Label-Free High-Content Screening File File

Lee, GyuHyunLee

Thesis Issue Date2021-02 View22

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