Efficient attention vision transformers for monocular depth estimation on resource-limited hardware by Claudio Schiavella, Lorenzo Cirillo, Lorenzo Papa, Paolo Russo, Irene Amerini

“…However, in the transformer architecture, the attention module introduces a quadratic cost concerning the processed tokens. In dense Monocular Depth Estimation tasks, the inherently high computational complexity results in slow inference and poses significant challenges, particularly in resource-constrained onboard applications. …”
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Low-Cost Multifunctional Assistive Device for Visually Impaired Individuals by Richard Kral, Patrik Jacko, Tibor Vince

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Monocular 3D object detection with thermodynamic loss and decoupled instance depth by Gang Liu, Xiaoxiao Xie, Qingchen Yu

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Analysis of how antigen mutations disrupt antibody binding interactions toward enabling rapid and reliable antibody repurposing by Sumaiya Islam, Varun M. Chauhan, Robert J. Pantazes

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A Survey of Data Stream-Based Intrusion Detection Systems by Rodrigo Sanches Miani, Gustavo Di Giovanni Bernardo, Guilherme Weigert Cassales, Hermes Senger, Elaine Ribeiro de Faria

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Accelerated Convergence Method for Flow Field Based on DMD-POD Combined Reduced-Order Optimization Model by Jianhui Li, Jun Huang, Yahui Sun, Guoqiang Li

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Fast and accurate RFD-like descriptor approximation for SIMD architectures by Artem Sher, Anton Trusov, Mikhail Maksimenko, Elena Limonova, Vladimir L. Arlazarov

“…Abstract Local image descriptors are widely used for identifying image features and performing various computer vision tasks, such as object recognition, image matching, and scene reconstruction. …”
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Research on Wood Defects Feature Imbalance Optimization and Recognition by Xiao Wang

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Optimising position control of a solar parabolic trough by Puramanathan Naidoo, Theo van Niekerk

“…This study is based on the implementation of a mathematical computation - the PSA (Plataforma Solar de Almeria) computation developed at PSA (the European Test Centre for solar energy applications) - embedded in a control algorithm to locate the position of the sun. …”
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A comprehensive Malabar Spinach dataset for diseases classificationMendeley Data by Mushfiqur Rahman, Md Al Mamun

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Visualization Methods for DNA Sequences: A Review and Prospects by Tan Li, Mengshan Li, Yan Wu, Yelin Li

“…Additionally, we summarize machine learning techniques applicable to sequence visualization, such as graph embedding methods and the use of convolutional neural networks (CNNs) for processing graphical representations. These machine learning techniques and knowledge graphs aim to provide valuable insights into computational biology, bioinformatics, genomic computing, and evolutionary analysis. …”
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A fuzzy-optimized multi-level random forest (FOMRF) model for the classification of the impact of technostress by Gabriel James, Ifeoma, David, John, Samuel, Enefiok, Imeh Umoren, Ubong Etuk, Aloysius, Anietie, Saviour, Chikodili

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Molecular descriptors as proxies for the modeling of the materials and their environmental impact by Ivan Juranić

“…On the other hand, computational chemistry readily generates a huge number of data which can provide various molecular descriptors. …”
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MODERN APPROACH TO DIGITAL LITERACY DEVELOPMENT IN EDUCATION by Sergey S. Khromov, Kameneva A. Kameneva

“…The article also provides a detailed classification of digital literacies and competences.Rapid penetration of information technologies in almost all spheres of our life, including education, and the fact that most ordinary users received unlimited access to the Internet, has led to a rapid rise of the information volume or information explosion and massive changes in the way of communication between people in all spheres and also to forming the information society as one of the leading contemporary social processes. Such changes in socio-economic conditions modified the socio-psychological and psycho-pedagogical portrait of the students, the nature of their participation in educational, professional and social life, as well as the methods of teaching the humanities, computer and natural sciences.The basis of modern educational paradigm are such theoretical concepts as digital literacies, distance learning technologies, information and communication technologies, internet resources, multimedia electronic textbooks, online courses, social networks, Internet resources, individualization and differentiation of learning activities, Personal Learning Network, etc. …”
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Implementing semiclassical Szegedy walks in classical-quantum circuits for homomorphic encryption by Sergio A Ortega, Pablo Fernández, Miguel A Martin-Delgado

“…As cloud services continue to expand, the security of private data stored and processed in these environments has become paramount. …”
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Automatic classification of fungal-fungal interactions using deep leaning models by Marjan Mansourvar, Jonathan Funk, Søren Dalsgård Petersen, Sajad Tavakoli, Jakob Blæsbjerg Hoof, David Llorente Corcoles, Sabrina M. Pittroff, Lars Jelsbak, Niels Bjerg Jensen, Ling Ding, Rasmus John Normand Frandsen

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Tropical Forest Carbon Accounting Through Deep Learning-Based Species Mapping and Tree Crown Delineation by Georgia Ray, Minerva Singh

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Polytomous key for selecting plants according to decorative, phenological, phenotypic traits when landscaping cities in the south of Russia by N. A. Trusheva, O. N. Rezchikova

“…The classic selection of plants for landscaping the urban environment is a rather labor-intensive process involving the use of a large number of reference materials, atlases and plant catalogs. …”
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Determination of Optimal Dataset Characteristics for Improving YOLO Performance in Agricultural Object Detection by Jisu Song, Dongseok Kim, Eunji Jeong, Jaesung Park

“…However, the training time and graphics processing unit usage scaled linearly with increasing image sizes, as larger size images require greater computational resources. …”
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Depth from 2D Images: Development and Metrological Evaluation of System Uncertainty Applied to Agricultural Scenarios by Bernardo Lanza, Cristina Nuzzi, Simone Pasinetti

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