5,626 Result(s)
within
Chapter
**xiang **a
Computer Science
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Chapter and Conference Paper
Reinforcement Learning-Based Differential Evolution Algorithm with Levy Flight
In this paper, a reinforcement learning-based differential evolution algorithm with levy flight strategy (RLLDE) for solving optimization problems is proposed. It introduces a novel mutation mode considering s...
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Chapter and Conference Paper
Formalization of Lambda Calculus with Explicit Names as a Nominal Reasoning Framework
We formalize the metatheory of lambda calculus in Coq, in its classic form with explicit names. The formalization is founded upon an intuitive $$\alph...
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Chapter and Conference Paper
WikiCPRL: A Weakly Supervised Approach for Wikipedia Concept Prerequisite Relation Learning
Concept prerequisite relations determine the order in which knowledge concept is learned. This kind of concept relations has been used in a variety of educational applications, such as curriculum planning, lea...
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Chapter
Research Challenges
The number of published works studying MFA has steadily increased in the recent years [1]. This increase reflects a change of paradigm in human machine systems as machinery systems become increasingly reliable...
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Chapter and Conference Paper
CHIP 2023 Task Overview: Complex Information and Relation Extraction of Drug-Related Materials
Drug labels or package insert are legal documents that include significant information and are highly valuable. However, it contains both structured and unstructured information, which is challenging to extrac...
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Chapter and Conference Paper
Efficient Lightweight Network with Transformer-Based Distillation for Micro-crack Detection of Solar Cells
Micro-cracks on solar cells often affect the power generation efficiency, so this paper proposes a lightweight network for cell image micro-crack detection task. Firstly, a Feature Selection framework is propo...
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Chapter and Conference Paper
Chapter-Level Stepwise Temporal Relation Extraction Based on Event Information for Chinese Clinical Medical Texts
Temporal relation extraction of medical events for Chinese clinical medical texts is an important natural language processing task, which is the basis of many intelligent researches in the medical field. Most ...
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Chapter and Conference Paper
Boosting One-Stage Multi Object Tracking with Attention Learning
One-stage multi-object tracking methods have achieved promising results by showing their great balance between accuracy and speed. However, the internal differences and relationships between detection and re-i...
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Chapter and Conference Paper
Model Distillation for Lane Detection on Car-Level Chips
As one of the most essential perception modules in the autonomous driving system, the lane detection module must accurately and efficiently detect each traffic lane’s location, color and type to secure the veh...
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Chapter and Conference Paper
AMCNet: Adaptive Matching Constraint for Unsupervised Point Cloud Registration
The registration of 3D point cloud with numerous applications in robotics, medical imaging and other industries. However, due to the lack of accurate data annotation, the performance of unsupervised point clou...
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Chapter and Conference Paper
An Improved DBSCAN Clustering Method for AIS Trajectories Incorporating DP Compression and Discrete Fréchet Distance
AIS provides a huge amount of maritime traffic data containing spatial and temporal information in a limited area. Trajectory clustering based on AIS data is a pre-task in intelligent maritime domain, providin...
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Chapter and Conference Paper
A Lightweight Dual Branch Fusion Network for Single Image Deraining
Transformers have shown promise in high-level vision tasks, but their direct application to low-level vision can lead to artifacts and high computational costs. To strike a balance between image quality and co...
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Chapter and Conference Paper
Design of Visual Communication Digital System Based on CAD
Communication is the transmission of information through a certain medium, with the purpose of transmitting information. Communication systems are the generic term for technical systems used to complete the in...
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Chapter and Conference Paper
DecTrans: Person Re-identification with Multifaceted Part Features via Decomposed Transformer
Utilizing part-level features provides a more detailed representation, leading to improved results in person re-identification (ReID). Yet existing works either use external tasks like pose estimation or strug...
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Chapter and Conference Paper
Low-Frequency Aware Unsupervised Detection of Dark Jargon Phrases on Social Platforms
With the development of the Internet, the number of people communicating on social platforms has soared, which means that it is crucial for platform moderators to review and remove illegal content to create a ...
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Chapter and Conference Paper
A Robust Detection and Correction Framework for GNN-Based Vertical Federated Learning
Graph Neural Network based Vertical Federated Learning (GVFL) facilitates data collaboration while preserving data privacy by learning GNN-based node representations from participants holding different dimensi...
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Chapter and Conference Paper
The Practice of Artificial Intelligence Education for Non-computer Science Majors in Universities
Due to the extensive impact of AI technology on various disciplines, universal AI education has become an urgent demand, while the liberal education in AI is still in its infancy, plagued by multiple problems ...
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Chapter and Conference Paper
Multi-level Storage Optimization for Intermediate Data in AI Model Training
As Transformer-based large models become the mainstream of AI training, the development of hardware devices (e.g., GPUs) cannot keep up with the rapid increase of model scale. Although the development of vario...
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Chapter and Conference Paper
CY-Apollo: A Multi-view Profile System for Complicated Network Attacks
With the fast development of information technologies, many new variants of complicated network attacks, characterized by high covert, persistence, and diffusion, have made identifying and detecting such attac...
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Chapter
City Information Modeling and Its Applications: A Review
Over the past few decades, there has been a growing interest in the field of City Information Modeling (CIM). CIM is generally considered a digital representation of a city which can empower the identification...
