Výsledky vyhledávání - "compression algorithm"

DeepCABAC: A Universal Compression Algorithm for Deep Neural Networks Autor Wiedemann, Simon, Kirchhoffer, Heiner, Matlage, Stefan, Haase, Paul, Marban, Arturo, Marinc, Talmaj, Neumann, David, Nguyen, Tung, Schwarz, Heiko, Wiegand, Thomas, Marpe, Detlev, Samek, Wojciech

“… of them. In this work we present DeepCABAC, a universal compression algorithm for DNNs that is based on applying Context-based Adaptive Binary Arithmetic Coder (CABAC…”
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Universal and Accessible Entropy Estimation Using a Compression Algorithm Autor Avinery, Ram, Kornreich, Micha, Beck, Roy

“… Here, we present a universal scheme to calculate entropy using lossless-compression algorithms and validate it on simulated systems of increasing complexity…”
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Sensitivity pruner: Filter-Level compression algorithm for deep neural networks Autor Guo, Suhan, Lai, Bilan, Yang, Suorong, Zhao, Jian, Shen, Furao

“…•We integrate the sensitivity measure from SNIP into the “training while fine-tuning” framework to form a more powerful pruning strategy by adapting the…”
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An Algebraic Quantum Circuit Compression Algorithm for Hamiltonian Simulation Autor Camps, Daan, Kökcü, Efekan, Bassman Oftelie, Lindsay, de Jong, Wibe A., Kemper, Alexander F., Van Beeumen, Roel

“…Quantum computing is a promising technology that harnesses the peculiarities of quantum mechanics to deliver computational speedups for some problems that are…”
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A compression algorithm for the combination of PDF sets Autor Carrazza, Stefano, Latorre, José I., Rojo, Juan, Watt, Graeme

“…The current PDF4LHC recommendation to estimate uncertainties due to parton distribution functions (PDFs) in theoretical predictions for LHC processes involves…”
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Adaptive Run‐Length Encoded DCT: A High‐Fidelity Compression Algorithm for Real‐Time Photoacoustic Microscopy Imaging in LabVIEW Autor Zafar, Mohsin, Avanaki, Kamran

“… Here, we propose a high‐fidelity real‐time compression algorithm for PAM data in LabVIEW by combining Discrete Cosine Transform (DCT…”
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CREAT: Blockchain-Assisted Compression Algorithm of Federated Learning for Content Caching in Edge Computing Autor Cui, Laizhong, Su, Xiaoxin, Ming, Zhongxing, Chen, Ziteng, Yang, Shu, Zhou, Yipeng, Xiao, Wei

“…Edge computing architectures can help us quickly process the data collected by Internet of Things (IoT) and caching files to edge nodes can speed up the…”
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LFQC: a lossless compression algorithm for FASTQ files Autor Nicolae, Marius, Pathak, Sudipta, Rajasekaran, Sanguthevar

“…: We introduce a new lossless non-reference based FASTQ compression algorithm named Lossless FASTQ Compressor…”
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High efficiency referential genome compression algorithm Autor Shi, Wei, Chen, Jianhua, Luo, Mao, Chen, Min

“… Although there are many common data compression algorithms, they are not effective for genome sequences due to their inability to consider and exploit the inherent characteristics of genome sequence data…”
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A Novel Blaschke Unwinding Adaptive-Fourier-Decomposition-Based Signal Compression Algorithm With Application on ECG Signals Autor Tan, Chunyu, Zhang, Liming, Wu, Hau-tieng

“…This paper presents a novel signal compression algorithm based on the Blaschke unwinding adaptive Fourier decomposition (AFD…”
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High-Quality Image Compression Algorithm Design Based on Unsupervised Learning Autor Han, Shuo, Mo, Bo, Zhao, Jie, Xu, Junwei, Sun, Shizun, Jin, Bo

“… To solve the urgent problems faced by massive image data in information transmission, this paper proposes a high-quality image compression algorithm based on unsupervised learning…”
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A theory of memory for binary sequences: Evidence for a mental compression algorithm in humans Autor Planton, Samuel, van Kerkoerle, Timo, Abbih, Leïla, Maheu, Maxime, Meyniel, Florent, Sigman, Mariano, Wang, Liping, Figueira, Santiago, Romano, Sergio, Dehaene, Stanislas

“… Here, we tested the theory that human adults encode binary sequences of stimuli in memory using an abstract internal language and a recursive compression algorithm…”
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ERGC: an efficient referential genome compression algorithm Autor Saha, Subrata, Rajasekaran, Sanguthevar

“… Although there exists a number of standard data compression algorithms, they are not efficient in compressing biological data…”
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An Evolving Multivariate Time Series Compression Algorithm for IoT Applications Autor Costa, Hagi, Silva, Marianne, Sánchez-Gendriz, Ignacio, Viegas, Carlos M. D., Silva, Ivanovitch

“…The Internet of Things (IoT) is transforming how devices interact and share data, especially in areas like vehicle monitoring. However, transmitting large…”
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NRGC: a novel referential genome compression algorithm Autor Saha, Subrata, Rajasekaran, Sanguthevar

“…Motivation: Next-generation sequencing techniques produce millions to billions of short reads. The procedure is not only very cost effective but also can be…”
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Dynamic Rearrangement Compression Algorithm for Intelligent Connected Vehicles Autor Wu, Yujing, Li, Jinze, Xu, Yinan, Chung, Jin-Gyun, Dai, Yilin, Xu, Yihu

“… Although the existing data compression algorithm can effectively reduce the communication pressure, it requires significant driving data to count the number of signal changes, which increases the preliminary labor cost…”
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An Evolving TinyML Compression Algorithm for IoT Environments Based on Data Eccentricity Autor Signoretti, Gabriel, Silva, Marianne, Andrade, Pedro, Silva, Ivanovitch, Sisinni, Emiliano, Ferrari, Paolo

“… This scenario brings about the need for effective data compression algorithms to make the data manageable among tiny and battery-powered devices and, more importantly, shareable across the network…”
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Lossless and lossy remote sensing image encryption-compression algorithm based on DeepLabv3+ and 2D CS Autor Zhang, Hao, Nan, Shi-xian, Liu, Zi-hao, Yang, Jie, Feng, Xiu-fang

“…With the advancement of remote sensing technology, the amount of remote sensing image (RSI) has increased sharply. The explosion in data volume requires higher…”
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Local SAR compression algorithm with improved compression, speed, and flexibility Autor Orzada, Stephan, Fiedler, Thomas M., Quick, Harald H., Ladd, Mark E.

“…Purpose Local specific absorption rate (SAR) compression algorithms are essential for enabling online SAR monitoring in parallel transmission…”
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Comment on “Universal and Accessible Entropy Estimation Using a Compression Algorithm” Autor Brigatti, E., de Sousa Filho, F. N. M.

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