Výsledky vyhledávání - algorithms for specific classes of architectures

A Parallel Adaptive Coupling Algorithm for Systems of Differential Equations Autor Garbey, M., Tromeur-Dervout, D.

“…In this paper we address the challenge of metacomputing with two distant parallel computers linked by a slow network and running the numerical approximation of…”
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POD acceleration of fully implicit solver for unsteady nonlinear flows and its application on grid architecture Autor Tromeur-Dervout, D., Vassilevski, Y.

“…A method for the acceleration of a fully implicit solution of nonlinear unsteady boundary value problem is presented. The principle of acceleration is for…”
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Navigating prevalence shifts in image analysis algorithm deployment Autor Godau, Patrick, Kalinowski, Piotr, Christodoulou, Evangelia, Reinke, Annika, Tizabi, Minu, Ferrer, Luciana, Jäger, Paul, Maier-Hein, Lena

“…) solutions for medical image analysis. Although current research emphasizes new training methods and network architectures, the specific impact of prevalence shifts on algorithms in real-world applications is often overlooked…”
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Searching Towards Class-Aware Generators for Conditional Generative Adversarial Networks Autor Zhou, Peng, Xie, Lingxi, Ni, Bingbing, Tian, Qi

“… The search algorithm follows a weight-sharing pipeline with mixed-architecture optimization so that the search cost does not grow with the number of classes…”
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Class-Specific Autoaugment Architecture Based on Schmidt Mathematical Theory for Imbalanced Hyperspectral Classification Autor Li, Jiaojiao, Diao, Yan, Song, Rui, Xi, Bobo, Li, Yunsong, Du, Qian

“…). To conquer these drawbacks, we propose a class-specific autoaugment architecture based on Schmidt mathematical theory (CACS…”
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Digit-Level Serial-In Parallel-Out Multiplier Using Redundant Representation for a Class of Finite Fields Autor Namin, Parham Hosseinzadeh, Muscedere, Roberto, Ahmadi, Majid

“… Based on a specific feature of redundant representation in a class of finite fields, two new multiplication algorithms along with their pertaining architectures are proposed to alleviate this problem…”
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Training Radial Basis Function Neural Networks for Classification via Class-Specific Clustering Autor Raitoharju, Jenni, Kiranyaz, Serkan, Gabbouj, Moncef

“… (class-specific clustering). The idea has been used in some previous works, but without evaluating the benefits of the approach…”
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Adaptive CCR-ELM with variable-length brain storm optimization algorithm for class-imbalance learning Autor Cheng, Jian, Chen, Jingjing, Guo, Yi-nan, Cheng, Shi, Yang, Linkai, Zhang, Pei

“…Class-specific cost regulation extreme learning machine (CCR-ELM) can effectively deal with the class imbalance problems…”
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Deletion to scattered graph classes II - improved FPT algorithms for deletion to pairs of graph classes Autor Jacob, Ashwin, Majumdar, Diptapriyo, Raman, Venkatesh

“…The problem of deletion of vertices to a hereditary graph class is a well-studied problem in parameterized complexity…”
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Partitioning Algorithms for a Class of Application Specific Multiprocessor Architectures Autor de Castro, C., Yalamanchili, S.

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Learning class-specific word embeddings Autor Kuang, Sicong, Davison, Brian D.

“…Recent years have seen the success of applying word embedding algorithms to natural language processing (NLP) tasks…”
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Neural Architecture Transfer Autor Lu, Zhichao, Sreekumar, Gautam, Goodman, Erik, Banzhaf, Wolfgang, Deb, Kalyanmoy, Boddeti, Vishnu Naresh

“…Neural architecture search (NAS) has emerged as a promising avenue for automatically designing task-specific neural networks…”
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The Architecture of Metabolism Maximizes Biosynthetic Diversity in the Largest Class of Fungi Autor Gluck-Thaler, Emile, Haridas, Sajeet, Binder, Manfred, Grigoriev, Igor V, Crous, Pedro W, Spatafora, Joseph W, Bushley, Kathryn, Slot, Jason C

“… macroevolutionary timescales. Here, we applied a novel linkage-based algorithm to reveal previously unexplored dimensions of diversity in BGC composition, distribution, and repertoire…”
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Optimal reconfiguration algorithms for real-time fault-tolerant processor arrays Autor Libeskind-Hadas, R., Shrivastava, N., Melhem, R.G., Liu, C.L.

“… constraints on response time. In the strict mode, reconfiguration is performed by a distributed local algorithm in order to achieve fast recovery from faults…”
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SAKM: Self-adaptive kernel machine A kernel-based algorithm for online clustering Autor Amadou Boubacar, Habiboulaye, Lecoeuche, Stéphane, Maouche, Salah

“… Dedicated to online clustering in a multi-class environment, the algorithm designs an unsupervised neural architecture with self-adaptive abilities…”
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CLAss-Specific Subspace Kernel Representations and Adaptive Margin Slack Minimization for Large Scale Classification Autor Yu, Yinan, Diamantaras, Konstantinos I., McKelvey, Tomas, Kung, Sun-Yuan

“… The first part is a subspace projection technique in the reproducing kernel Hilbert space using a CLAss-specific Subspace Kernel representation for kernel approximation…”
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Homogeneous and Heterogeneous MPSoC Architectures with Network-On-Chip Connectivity for Low-Power and Real-Time Multimedia Signal Processing Autor Saponara, Sergio, Fanucci, Luca

“…; the tiles act as application specific processors supporting a different class of algorithms…”
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Intrusion detection in cyber-physical systems using a generic and domain specific deep autoencoder model Autor Thakur, Soumyadeep, Chakraborty, Anuran, De, Rajonya, Kumar, Neeraj, Sarkar, Ram

“… IDSs generally use machine learning algorithms for classifying the attacks. But the features used for classification are not always suitable or sufficient…”
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Real-Time Computation of Local Neighborhood Functions in Application-Specific Instruction-Set Processors Autor Aubertin, P., Langlois, J. M. P., Savaria, Y.

“… The intended application is real-time processing of high definition video. The approach aims at an efficient utilization of the available memory bandwidth by fully exploiting the data parallelism inherent to the target algorithm class…”
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Adaptive Learning-Based k -Nearest Neighbor Classifiers With Resilience to Class Imbalance Autor Mullick, Sankha Subhra, Datta, Shounak, Das, Swagatam

“…>NN degrades in the presence of class imbalance, a situation characterized by disparate representation from different classes…”
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