Yijuan Lu
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View article: Semantics-Driven 3D Scene Retrieval via Joint Loss Deep Learning
Semantics-Driven 3D Scene Retrieval via Joint Loss Deep Learning Open
Three-dimensional (3D) scene model retrieval has emerged as a novel and challenging area within content-based 3D model retrieval research. It plays an increasingly critical role in various domains, such as video games, film production, and…
View article: Examining Associations Between Individual Exercise, Parent–Child Exercise, and Children’s Mental Health: A Structural Equation Modeling Approach
Examining Associations Between Individual Exercise, Parent–Child Exercise, and Children’s Mental Health: A Structural Equation Modeling Approach Open
Objective: This study explores the associations between parent–child exercise and children’s mental health from the perspective of family physical education. Methods: In total, 527 valid questionnaires were collected from students in grade…
View article: Stereovision Image Processing for Planetary Navigation Maps with Semi-Global Matching and Superpixel Segmentation
Stereovision Image Processing for Planetary Navigation Maps with Semi-Global Matching and Superpixel Segmentation Open
Mars exploration requires precise and reliable terrain models to ensure safe rover navigation across its unpredictable and often hazardous landscapes. Stereoscopic vision serves a critical role in the rover's perception, allowing scene rec…
View article: Health gap closing function of a green behavioral activity system from the perspective of economic and social capital: A case study of sports governance and operation systems
Health gap closing function of a green behavioral activity system from the perspective of economic and social capital: A case study of sports governance and operation systems Open
Improving sports governance and operation systems can enable groups with low levels of economic and social capital to obtain greater health benefits, thus narrowing the health benefit gap compared to those with high levels of capital and r…
View article: ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding
ReFocus: Visual Editing as a Chain of Thought for Structured Image Understanding Open
Structured image understanding, such as interpreting tables and charts, requires strategically refocusing across various structures and texts within an image, forming a reasoning sequence to arrive at the final answer. However, current mul…
View article: The impact of large-scale sports events on national identity: a structural equation model based on the residents' perspective
The impact of large-scale sports events on national identity: a structural equation model based on the residents' perspective Open
Introduction Large-scale sports events have a profound impact on the enhancement of residents' national identity. The study takes the Hangzhou Asian Games as an opportunity to investigate the influence of such events on national identity a…
View article: Anterior Controllable Antedisplacement and Fusion (<scp>ACAF</scp>) for Cervical Stenosis Patients With Hyperextension Injury: A Retrospective Study
Anterior Controllable Antedisplacement and Fusion (<span>ACAF</span>) for Cervical Stenosis Patients With Hyperextension Injury: A Retrospective Study Open
Objective Central cord syndrome (CCS) is an incomplete spinal cord injury (SCI) causing severe motor weakness, and timely decompression via surgical intervention facilitates better recovery. Anterior controllable antedisplacement and fusio…
View article: Effects of rope skipping exercise on working memory and cardiorespiratory fitness in children with attention deficit hyperactivity disorder
Effects of rope skipping exercise on working memory and cardiorespiratory fitness in children with attention deficit hyperactivity disorder Open
Introduction Children with Attention Deficit Hyperactivity Disorder (ADHD) exhibit deficits in working memory (WM) and cardiorespiratory fitness (CRF), both of which are closely associated with the core symptoms of ADHD. This study aimed t…
View article: Jump Rope Exercise Improves Executive Function in Children with Attention-Deficit/Hyperactivity Disorder
Jump Rope Exercise Improves Executive Function in Children with Attention-Deficit/Hyperactivity Disorder Open
Objective: This study investigated the effects of an easily implemented 8-week program centered around jump rope exercise (JRE) on executive function among children with ADHD. Methods: Using the Stroop Color Word Test to assess inhibitory …
View article: Age and school-segment difference in daily sedentary behavior and physical activity among student (9–23 years): a cross-sectional accelerometer-based survey
Age and school-segment difference in daily sedentary behavior and physical activity among student (9–23 years): a cross-sectional accelerometer-based survey Open
This study is cross-sectional in nature and aims to investigate and track sedentary behavior (SB) and physical activity among student (aged 9–23 years) for seven consecutive days using an accelerometer. It also intends to analyze the curre…
View article: TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models
TrOCR: Transformer-Based Optical Character Recognition with Pre-trained Models Open
Text recognition is a long-standing research problem for document digitalization. Existing approaches are usually built based on CNN for image understanding and RNN for char-level text generation. In addition, another language model is usu…
View article: Allocation Efficiency of Public Sports Resources Based on the DEA Model in the Top 100 Economic Counties of China in Zhejiang Province
Allocation Efficiency of Public Sports Resources Based on the DEA Model in the Top 100 Economic Counties of China in Zhejiang Province Open
Background: The county is the basic unit of national economic and social development, and is also the foothold and starting point of public sports services. Purpose: Taking the top 100 economic counties of China in Zhejiang Province as the…
View article: Diffusion-based Document Layout Generation
Diffusion-based Document Layout Generation Open
We develop a diffusion-based approach for various document layout sequence generation. Layout sequences specify the contents of a document design in an explicit format. Our novel diffusion-based approach works in the sequence domain rather…
View article: Relationship between eating behaviors and muscle strength among Chinese male adolescents
Relationship between eating behaviors and muscle strength among Chinese male adolescents Open
The impact of eating behaviors on physical fitness and overall health is widely recognized. However, the specific effect of late-night eating on physical fitness and the relationship between unhealthy eating habits and muscle strength in a…
View article: Understanding Long Documents with Different Position-Aware Attentions
Understanding Long Documents with Different Position-Aware Attentions Open
Despite several successes in document understanding, the practical task for long document understanding is largely under-explored due to several challenges in computation and how to efficiently absorb long multimodal input. Most current tr…
View article: The Effects of a Multicomponent Social Support Intervention on Physical Fitness and Exercise Attitude in Children: A 12-Week Randomized Controlled Trial
The Effects of a Multicomponent Social Support Intervention on Physical Fitness and Exercise Attitude in Children: A 12-Week Randomized Controlled Trial Open
Purpose: The current study is intended to assess the effects of a multicomponent social support intervention program on grip strength, sprinting, jumping, agility, flexibility, core strength and exercise attitude among children over a peri…
View article: Effects of a SMART Goal Setting and 12-Week Core Strength Training Intervention on Physical Fitness and Exercise Attitudes in Adolescents: A Randomized Controlled Trial
Effects of a SMART Goal Setting and 12-Week Core Strength Training Intervention on Physical Fitness and Exercise Attitudes in Adolescents: A Randomized Controlled Trial Open
This study aimed to analyze the impacts of a 12-week core strength training (CST) and goal-setting (GS) program on the core endurance, agility, sprinting, jumping, grip strength, and exercise attitude in a group of adolescents. This study …
View article: XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding
XFUND: A Benchmark Dataset for Multilingual Visually Rich Form Understanding Open
Multimodal pre-training with text, layout, and image has achieved SOTA performance for visually rich document understanding tasks recently, which demonstrates the great potential for joint learning across different modalities. However, the…
View article: Improving Structured Text Recognition with Regular Expression Biasing
Improving Structured Text Recognition with Regular Expression Biasing Open
We study the problem of recognizing structured text, i.e. text that follows certain formats, and propose to improve the recognition accuracy of structured text by specifying regular expressions (regexes) for biasing. A biased recognizer re…
View article: Value of Active Warming Devices for Intraoperative Hypothermia Prevention—A Meta-Analysis and Cost-Benefit Analysis
Value of Active Warming Devices for Intraoperative Hypothermia Prevention—A Meta-Analysis and Cost-Benefit Analysis Open
Purpose: Historically, studies suggested that intraoperative hypothermia (IH) could result in significant resource consumption, but more recent studies have found the opposite. The purpose of this study is to estimate the value of active w…
View article: TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models Open
Text recognition is a long-standing research problem for document digitalization. Existing approaches are usually built based on CNN for image understanding and RNN for char-level text generation. In addition, another language model is usu…
View article: Longitudinal Association of Economic Growth with Lung Function of Chinese Children and Adolescents over 30 Years: Evidence from Seven Successive National Surveys
Longitudinal Association of Economic Growth with Lung Function of Chinese Children and Adolescents over 30 Years: Evidence from Seven Successive National Surveys Open
(1) Background: Recent studies reported that decrease in lung function of Chinese children and adolescents continues to decline, although the change has been insignificant and has reached a plateau. However, studies have not explored the r…
View article: LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding
LayoutXLM: Multimodal Pre-training for Multilingual Visually-rich Document Understanding Open
Multimodal pre-training with text, layout, and image has achieved SOTA performance for visually-rich document understanding tasks recently, which demonstrates the great potential for joint learning across different modalities. In this pape…
View article: LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding
LayoutLMv2: Multi-modal Pre-training for Visually-rich Document Understanding Open
Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 1…
View article: LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding Open
Pre-training of text and layout has proved effective in a variety of visually-rich document understanding tasks due to its effective model architecture and the advantage of large-scale unlabeled scanned/digital-born documents. We propose L…