16 Result(s)
within
Chapter
**nyuan Ren
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Chapter and Conference Paper
CMed-Baichuan: Task Explanation-Enhanced Prompt Method on PromptCBLUE Benchmark
Large Language Models (LLMs) have received widespread attention from academia and industry for their excellent performance on NLP tasks. Due to the knowledge-intensive nature of the medical field, previous stu...
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Chapter and Conference Paper
Improving Out-of-Distribution Detection with Margin-Based Prototype Learning
Deep Neural Networks often make overconfident predictions when encountering out-of-distribution (OOD) data. Previous prototype-based methods significantly improved OOD detection performance by optimizing the r...
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Chapter and Conference Paper
Control of Pneumatic Artificial Muscles with SNN-based Cerebellar-Like Model
Soft robotics technologies have gained growing interest in recent years, which allows various applications from manufacturing to human-robot interaction. Pneumatic artificial muscle (PAM), a typical soft actua...
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Chapter and Conference Paper
Face Anti-spoofing with a Noise-Attention Network Using Color-Channel Difference Images
The wide deployment of face recognition systems has raised serious concern on its security level. One of the most prominent threats is the presentation attack, which attempts to fool the system in the absence ...
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Chapter and Conference Paper
Crowd Density Estimation Based on the Improved Vibe Algorithm and a Noval Perspective Correction Method
Unusual crowding is often associated with unusual events. Estimating population density is a good way to control management, maintain crowd safety, and prevent riots or high-risk activities. Therefore, in the ...
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Chapter and Conference Paper
Simulation Research Based on Asynchronous Motor Vector Control Technology
In order to improve the dynamic performance of the three-phase asynchronous motor open-loop control system, a current closed-loop vector control strategy is adopted. In the rotor flux-oriented control system, ...
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Chapter and Conference Paper
Auxiliary Rotor Slot Optimization Design for Improving Back-EMF Waveform of PMSM Based on MagneForce
As lots of harmonics are in the back-electromotive force (EMF) of Permanent Magnet Synchronous Motor (PMSM), an auxiliary rotor slot is presented to reduce the Total Harmonic Distortion (THD), to improve the w...
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Chapter and Conference Paper
Driving Cycle Construction of **’an Bus Line Based on Cluster Analysis
Vehicle driving cycle is widely used in automotive industry to test the performance of vehicles, which is an important reference for the design of vehicles. Based on the line intensity method, the sampling met...
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Chapter and Conference Paper
Scheduling DAG Applications for Time Sharing Systems
When computing the makespan of a DAG, it is typically assumed that the tasks scheduled on the same computing node run in sequence. In reality, however, the tasks may be run in the time sharing manner. Our stud...
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Chapter and Conference Paper
vGrouper: Optimizing the Performance of Parallel Jobs in Xen by Increasing Synchronous Execution of Virtual Machines
Xen is one of the most popular virtualization platforms nowadays, which has been broadly used by the industry. Credit scheduler, the default scheduler of Xen, was initially designed for serial jobs, which achi...
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Chapter and Conference Paper
Data Fine-Pruning: A Simple Way to Accelerate Neural Network Training
The training process of a neural network is the most time-consuming procedure before being deployed to applications. In this paper, we investigate the loss trend of the training data during the training proces...
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Chapter and Conference Paper
vPlacer: A Co-scheduler for Optimizing the Performance of Parallel Jobs in Xen
Xen, a popular virtualization platform which enables multiple operating systems sharing one physical host, has been widely used in various fields nowadays. Currently, the existing schedulers of Xen are initial...
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Chapter
Epigenetic Regulation of Plant Heat Shock Protein (HSP) Gene Expression
Heat shock proteins (HSPs) are the key components of plants’ adaptive mechanism to maintain protein homeostasis. HSPs play critical roles not only in response to unfavorable environmental conditions, but also ...
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Chapter and Conference Paper
PEM4RFID: Privacy Enhancement Model for RFID Systems
With the wider application of radio frequency identification (RFID) technology in various vital systems, more and more privacy threats and security flaws have been emerging. Traditional RFID systems only focus...
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Chapter and Conference Paper
Manifold Learner Ensemble
Manifold learning is proved to be an efficient tool for nonlinear dimensionality reduction. Various local and global learners have been proposed to successfully extract intrinsic geometry underlying high-dimen...
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Chapter and Conference Paper
Ridgelet Transform as a Feature Extraction Method in Remote Sensing Image Recognition
Using ridgelet transform to do the feature extraction, and RBFNN to do the recognition and classification, a remote sensing image recognition method is put forward in this paper. We do mathematical implementat...
