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- ArticleNovember 2024
Nominal Compound Chain Extraction Enhanced by Chain-of-Thought Information
Natural Language Processing and Chinese ComputingPages 322–330https://doi.org/10.1007/978-981-97-9443-0_28AbstractIn traditional lexical chain extraction tasks, researchers typically focus on identifying simple lexical items based on surface grammatical relations, often overlooking compound words with underlying semantic frameworks. To address this limitation,...
- ArticleNovember 2024
Essay Coherence Evaluation and Feedback Enhanced by Semi-supervised Learning and Auxiliary Information
Natural Language Processing and Chinese ComputingPages 312–321https://doi.org/10.1007/978-981-97-9443-0_27AbstractAccording to the grading standards for middle school examinations, thought content and structural coherence are critical indicators of essay quality. Evaluating an essay’s coherence requires not only analyzing the semantic connections between ...
- research-articleJanuary 2025
Dual-branch underwater image enhancement network via multiscale neighborhood interaction attention learning
AbstractDue to the light scattering and absorption, underwater images inevitably suffer from diverse quality degradation, including color distortion, low contrast, and blurred details. To address the problems, we present a dual-branch convolutional ...
Highlights- A detailed analysis on how light scattering and absorption degrade underwater images.
- A dual-branch network simultaneously enhancing local details and global structures.
- A plug-and-play MNIAM further strengthening the correlation ...
- research-articleOctober 2024
Toward efficient and lightweight sea–land segmentation for remote sensing images
Engineering Applications of Artificial Intelligence (EAAI), Volume 135, Issue Chttps://doi.org/10.1016/j.engappai.2024.108782AbstractSea–land segmentation is of great significance for autonomous coastline monitoring, which is fundamental research in the remote sensing community. Due to the diverse contents and easily confused sea–land boundaries contained in remote sensing ...
- ArticleAugust 2024
Optimization Method for Fractal Image Compression Based on Self-similarity Evaluation and Gradient Bisection Algorithm
Advanced Intelligent Computing Technology and ApplicationsPages 218–233https://doi.org/10.1007/978-981-97-5600-1_19AbstractFractal Image Compression (FIC) is a spatial domain compression technique with high compression ratio and good image quality. It is widely used in the fields of image restoration, denoising and watermarking. However, in terms of coding time, ...
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- research-articleNovember 2023
MP-ORAM: A Novel ORAM Design for Multicore Processor Systems
IEEE Transactions on Dependable and Secure Computing (TDSC), Volume 21, Issue 4Pages 3719–3733https://doi.org/10.1109/TDSC.2023.3337114Security becomes increasingly critical in today's ubiquitous computing. One vulnerable part of a computing system is the bus between the processor chip and the external off-chip memory, where data transferred on the bus can be snooped. To protect ...
- research-articleJuly 2024
Smartphone-based straw incorporation: An improved convolutional neural network
Computers and Electronics in Agriculture (COEA), Volume 221, Issue Chttps://doi.org/10.1016/j.compag.2024.109010Highlights- A lightweight multi-scale attention U-shaped segmentation model was established.
- An automatic method for quantifying the straw incorporation effect was proposed.
- A web app was developed to realize the rapid evaluation incorporation ...
In conservation tillage, the effective incorporation of straw into soil is a critical factor for optimizing decomposition rates and addressing challenges related to straw accumulation. Consequently, this study introduces an innovative straw ...
- extended-abstractJuly 2024
QuickTree: A Fast Hardware BVH Construction Engine
CF '24: Proceedings of the 21st ACM International Conference on Computing FrontiersPages 294–297https://doi.org/10.1145/3649153.3649292Ray tracing has emerged as a powerful technique for generating visually stunning and realistic images compared to rasterization. With the continuous advancements in computer hardware, modern GPUs have integrated specialized ray tracing acceleration units ...
- research-articleMay 2024
Deciphering the impact of machine learning on education: Insights from a bibliometric analysis using bibliometrix R-package
Education and Information Technologies (KLU-EAIT), Volume 29, Issue 16Pages 21995–22022https://doi.org/10.1007/s10639-024-12734-8AbstractThis study leverages bibliometric analysis through the bibliometrix R-package to dissect the expansive influence of machine learning on education, a field where machine learning’s adaptability and data-processing capabilities promise to ...
- research-articleFebruary 2024
MPRTA: An Efficient Multilevel Parallel Mobile Accelerator for High-Performance Ray Tracing
IEEE Transactions on Very Large Scale Integration (VLSI) Systems (ITVL), Volume 32, Issue 2Pages 396–400https://doi.org/10.1109/TVLSI.2023.3334711Ray tracing has been regarded as the future of graphics rendering technology for a long time. However, interactive ray tracing still faces challenges, especially in mobile devices, such as high computational intensity and multiple branches. In this brief, ...
- research-articleSeptember 2023
A Low-Cost Floating-Point Dot-Product-Dual-Accumulate Architecture for HPC-Enabled AI
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCADICS), Volume 43, Issue 2Pages 681–693https://doi.org/10.1109/TCAD.2023.3316994The dot-product <inline-formula> <tex-math notation="LaTeX">$\sum _{i=1}^{N} A_{i}\times B_{i}$ </tex-math></inline-formula> is one of the most frequently used operations for a wide variety of high-performance computing (HPC) and artificial intelligence (...
- research-articleJanuary 2024
Maximum-principle-preserving high-order discontinuous Galerkin methods for incompressible Euler equations on overlapping meshes
Journal of Computational and Applied Mathematics (JCAM), Volume 436, Issue Chttps://doi.org/10.1016/j.cam.2023.115408AbstractIn this paper, we construct a new local discontinuous Galerkin (LDG) algorithm to solve the incompressible Euler equation in two space dimensions on overlapping meshes. This method solves the vorticity, velocity field and potential ...
- research-articleJanuary 2024
Coupled neutronic–thermal–mechanical analysis of a nuclear fuel pellet using peridynamics
Engineering with Computers (ENGC), Volume 40, Issue 4Pages 2445–2472https://doi.org/10.1007/s00366-023-01930-8AbstractThis study introduces a comprehensive approach for simulating cracking behavior of nuclear fuel pellets using the state-based peridynamics (PD) theory. Unlike the existing thermomechanical models of fuel pellets, this new multi-physics framework ...
- research-articleMay 2024
Label correction of crowdsourced noisy annotations with an instance-dependent noise transition model
NIPS '23: Proceedings of the 37th International Conference on Neural Information Processing SystemsArticle No.: 18, Pages 347–386The predictive ability of supervised learning algorithms hinges on the quality of annotated examples, whose labels often come from multiple crowdsourced annotators with diverse expertise. To aggregate noisy crowdsourced annotations, many existing methods ...
- ArticleDecember 2023
Efficient Secure Storage with Version Control and Key Rotation
AbstractPeriodic key rotation is a widely used technique to enhance key compromise resilience. Updatable encryption (UE) schemes provide an efficient approach to key rotation, ensuring post-compromise security for both confidentiality and integrity. ...
- research-articleApril 2024
Research on evaluation methods of news hotspots based on media attention and user attention
ICMLCA '23: Proceedings of the 2023 4th International Conference on Machine Learning and Computer ApplicationPages 174–179https://doi.org/10.1145/3650215.3650246Analyzing the distribution and evolution characteristics of hot topics of online public opinion can effectively reveal the trend of hot topics of public opinion, and has certain significance for strengthening supervision of online public opinion, guiding ...
- research-articleOctober 2023
3MN: Three Meta Networks for Multi-Scenario and Multi-Task Learning in Online Advertising Recommender Systems
CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge ManagementPages 4945–4951https://doi.org/10.1145/3583780.3614651Recommender systems are widely applied on web. For example, online advertising systems rely on recommender systems to accurately estimate the value of display opportunities, which is critical to maximize the profits of advertisers. To reduce ...
- research-articleSeptember 2023
Research on Pose Recognition Based on Openpose Bone Point Labeling
ICBIP '23: Proceedings of the 2023 8th International Conference on Biomedical Signal and Image ProcessingPages 111–117https://doi.org/10.1145/3613307.3613327Nowadays, teenagers and children have many problems with poor posture. In order to timely and accurately identify the health problems of teenagers' posture, this study proposes to use the bottom-up Openpose bone point marking technology based on deep ...