Text-Guided Distribution Calibration for Few-Shot Object Detection in Remote Sensing Images by Yu Cao, Jingyi Chen, Haoyu Wang, Lei Zhang, Chen Ding, Wei Wei, Shiqi Cao, Meilin Xie

“…Following this idea, we design a text-guided distribution calibration module, for each query image, which utilizes the intra-image object class distribution defined by the text features to calibrate the object class distribution computed based on the visual features using a knowledge distillation loss for model training. …”
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Exploring the Impact of Resource Management Strategies on Simulated Edge Cloud Performance: An Experimental Study by Nikolaos Kaftantzis, Dimitrios G. Kogias, Charalampos Z. Patrikakis

“…This goal is achieved mainly by distributing computational resources closer to end users and away from traditional data centers. …”
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Reducing Execution Time of Pixel-Based Machine Learning Classification Algorithms Using Parallel Processing Concept by Aliaa Mahmoud, Mohammed Younis

“…Parallel processing is essential in machine learning to meet the computational requirements resulting from the complexity of algorithms and the size of the dataset, by taking advantage of the computational resources of parallel processing that can distribute computational operations across multiple processors. …”
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Parameter Estimation for Three-Phase Induction Motor Based on Performance Curves and Differential Evolution by Marcelo F. Castoldi, Gustavo Henrique Bazan, Wesley A. Souza, Clayton L. Graciola, Rafael M. Silva, Alessandro Goedtel

“…Furthermore, the study includes a comparative analysis that includes seven evolutionary algorithms, focusing on solution distribution, computational complexity, and convergence characteristics. …”
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Unbounded quantum advantage in communication with minimal input scaling by Sumit Rout, Nitica Sakharwade, Some Sankar Bhattacharya, Ravishankar Ramanathan, Paweł Horodecki

“…Considering two variants as tasks: (1) distributed computation of relation and (2) relation reconstruction, we study the one-way zero-error communication complexity of a relation induced by a distributed clique labeling problem for orthogonality graphs. …”
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Optimizing Convolutional Neural Network Architectures by Luis Balderas, Miguel Lastra, José M. Benítez

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Information Processing via Human Soft Tissue: Soft Tissue Reservoir Computing by Yo Kobayashi

“…Therefore, if computational processing is delegated to biological tissues, it could lead to a distributed computation system for human-assisted devices.…”
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Cfd Analysis of Heat Transfer in a Microtubular Solid Oxide Fuel Cell Stack by Pianko-Oprych Paulina, Kasilova, Ekaterina, Jaworski Zdzisław

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Numerical simulation of the two-phase flow and pollutant concentration changes in an oxidation ditch: A computational fluid dynamics and activated sludge model 3 approach by Rongrong Miao, Han Cui, Yuzhen Shi, Baoxiu Guo, Yanqiong Chen, Zhengbo Yang, Chengbo Chang, Wanyue Xu

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A Computable Phenotype Algorithm for Postvaccination Myocarditis/Pericarditis Detection Using Real-World Data: Validation Study by Matthew Deady, Raymond Duncan, Matthew Sonesen, Renier Estiandan, Kelly Stimpert, Sylvia Cho, Jeffrey Beers, Brian Goodness, Lance Daniel Jones, Richard Forshee, Steven A Anderson, Hussein Ezzeldin

“…ConclusionsThe study advocates for the ongoing refinement and application of distributed computable phenotype algorithms to enhance AE detection capabilities. …”
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CPFT-MOSA: A Comprehensive Parallel Fault-Tolerant Multi-Objective Simulated Annealing Framework for UAV-Assisted Edge Computing in Smart City Traffic Management by Ahmed Shamil Mustafa, Salman Yussof, Nurul Asyikin Mohamed Radzi

“…A key challenge in these systems is efficiently distributing computational tasks across available edge nodes while ensuring system reliability and performance, particularly for resource-intensive applications like object detection. …”
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Multitask Learning-Based Pipeline-Parallel Computation Offloading Architecture for Deep Face Analysis by Faris S. Alghareb, Balqees Talal Hasan

“…A computation offloading approach, on the other hand, is leveraged to distribute computation-intensive tasks to the server edge, whereas lightweight computations are offloaded to edge devices, i.e., Raspberry Pi 4. …”
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Change paradigm of money system: from centralization to decentralization by S. A. Andryushin

“…The author analyzes the new trends in the emergence of a decentralized monetary system in the world economy based on public and private digital currencies issued by users of distribution computer networks. The article shows the mechanism and technology of crypto currency emission, which implies the use of public or private blockchain without any participation of the Central bank and other financial intermediation institutions.Scientific novelty: for the first time, the article shows that the era of centralized monetary system based on monopoly issue by Central banks, has come to its logical end; a decentralized monetary system is emerging in the world economy today, based on public and private issue of digital currency; in the course of legalization, growth of scalability, confidentiality, validation and tokenization of real assets, the crypto currencies will become a liquid and less volatile monetary asset.Practical significance: the main provisions and conclusions of the article can be used to clarify the target mandates, tools, channels and mechanisms of monetary policy of the Bank of Russia, capable of launching a decentralized crypto currency market, acting as a built-in stabilizer of financial sustainability and elastic regulation of trade and financial imbalances within the country and between countries.…”
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Spatially distributed and interconnected porous architectures for dental implants by Rana Dabaja, W. Benton Swanson, Sun-Yung Bak, Gustavo Mendonca, Yuji Mishina, Mihaela Banu

“…Results Selective laser melting (SLM) successfully fabricated all three porous architectures, with the TPMS solid gyroid exhibiting the highest manufacturing resolution, controllability, and the most uniform pore distribution. Computational fluid dynamics (CFD) analysis showed that its permeability outperformed both the TPMS sheet gyroid and stochastic Voronoi architectures. …”
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Generation of Spatial Structure of Urban Parks Based on Spatial Analysis of Agent-Based Models by Huizi KONG, Tianming LIU, Jiajie LIAO, Liu CUI

“…Additionally, the simulation results show that the slime mold agent model can rapidly generate foraging networks in complex environments due to its efficient organization and structural resilience, as well as optimize path selection according to behavioral objectives.ConclusionABM analysis, supported by advanced algorithms, considers the basic spatial information of the site and simulates individual behavior patterns using distributed computation rules, thereby providing a new paradigm for landscape design thinking. …”
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