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09/01/2023
Optimal Repair Strategy Against Advanced Persistent Threats Under Time-Varying Networks
Advanced persistent threat (APT) is a kind of stealthy, sophisticated, a...
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08/14/2023
FedEdge AI-TC: A Semi-supervised Traffic Classification Method based on Trusted Federated Deep Learning for Mobile Edge Computing
As a typical entity of MEC (Mobile Edge Computing), 5G CPE (Customer Pre...
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07/30/2023
IWEK: An Interpretable What-If Estimator for Database Knobs
The knobs of modern database management systems have significant impact ...
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06/26/2023
Hard Sample Mining Enabled Contrastive Feature Learning for Wind Turbine Pitch System Fault Diagnosis
The efficient utilization of wind power by wind turbines relies on the a...
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05/11/2023
COLA: Characterizing and Optimizing the Tail Latency for Safe Level-4 Autonomous Vehicle Systems
Autonomous vehicles (AVs) are envisioned to revolutionize our life by pr...
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04/20/2023
LA3: Efficient Label-Aware AutoAugment
Automated augmentation is an emerging and effective technique to search ...
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03/15/2023
Gamify Stencil Dwarf on Cloud for Democratizing Scientific Computing
Stencil computation is one of the most important kernels in various scie...
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10/07/2022
Understanding Edge-of-Stability Training Dynamics with a Minimalist Example
Recently, researchers observed that gradient descent for deep neural net...
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07/26/2022
Analyzing Sharpness along GD Trajectory: Progressive Sharpening and Edge of Stability
Recent findings (e.g., arXiv:2103.00065) demonstrate that modern neural ...
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06/20/2022
Explicit and implicit models in infrared and visible image fusion
Infrared and visible images, as multi-modal image pairs, show significan...
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04/01/2022
Residual-guided Personalized Speech Synthesis based on Face Image
Previous works derive personalized speech features by training the model...
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11/26/2021
Exploiting full Resolution Feature Context for Liver Tumor and Vessel Segmentation via Fusion Encoder: Application to Liver Tumor and Vessel 3D reconstruction
Liver cancer is one of the most common malignant diseases in the world. ...
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05/31/2021
Verdi: Quality Estimation and Error Detection for Bilingual
Translation Quality Estimation is critical to reducing post-editing effo...
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03/09/2021
ByteSGAN: A Semi-supervised Generative Adversarial Network for Encrypted Traffic Classification of SDN Edge Gateway in Green Communication Network
With the rapid development of Green Communication Network, the types and...
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01/26/2021
Patterns for Representing Knowledge Graphs to Communicate Situational Knowledge of Service Robots
Service robots are envisioned to be adaptive to their working environmen...
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12/01/2020
Convergence of Gradient Algorithms for Nonconvex C^1+α Cost Functions
This paper is concerned with convergence of stochastic gradient algorith...
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11/27/2019
PacketCGAN: Exploratory Study of Class Imbalance for Encrypted Traffic Classification Using CGAN
With more and more adoption of Deep Learning (DL) in the field of image ...
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03/13/2019
Basic Performance Measurements of the Intel Optane DC Persistent Memory Module
Scalable nonvolatile memory DIMMs will finally be commercially available...
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11/20/2018
Learning Better Features for Face Detection with Feature Fusion and Segmentation Supervision
The performance of face detectors has been largely improved with the dev...
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04/29/2015
Intelligent Health Recommendation System for Computer Users
The time people spend in front of computers has been increasing steadily...
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07/31/2013