Search Results - "Compression algorithms"

"Learning-Compression" Algorithms for Neural Net Pruning by Carreira-Perpinan, Miguel A., Idelbayev, Yerlan

“…Pruning a neural net consists of removing weights without degrading its performance. This is an old problem of renewed interest because of the need to compress…”
Get full text

Studying large language models as compression algorithms for human culture by Buttrick, Nicholas

“…Large language models (LLMs) extract and reproduce the statistical regularities in their training data. Researchers can use these models to study the…”
Get full text

Highly Efficient Compression Algorithms for Multichannel EEG by Shaw, Laxmi, Rahman, Daleef, Routray, Aurobinda

“…) data requires developing efficient and robust compression algorithms. In this paper, different lossless compression techniques of single and multichannel EEG data…”
Get full text

Non-improvable information compression algorithms by Saraev, V. N., Chudinova, E. A.

“… — the authors propose universal principles for structuring these paradigms. Particular attention is paid to the information compression algorithm as a recurring feature…”
Get full text

Using Black-Box Compression Algorithms for Phase Retrieval by Bakhshizadeh, Milad, Maleki, Arian, Jalali, Shirin

“…Compressive phase retrieval refers to the problem of recovering a structured <inline-formula> <tex-math notation="LaTeX">n…”
Get full text

Quantitative Comparison of Point Cloud Compression Algorithms With PCC Arena by Wu, Cheng-Hao, Hsu, Chih-Fan, Hung, Tzu-Kuan, Griwodz, Carsten, Ooi, Wei Tsang, Hsu, Cheng-Hsin

“…With the growth of Extended Reality (XR) and capturing devices, point cloud representation has become attractive to academics and industry. Point Cloud…”
Get full text

SCALCE: boosting sequence compression algorithms using locally consistent encoding by Hach, Faraz, Numanagić, Ibrahim, Alkan, Can, Sahinalp, S Cenk

“…Motivation: The high throughput sequencing (HTS) platforms generate unprecedented amounts of data that introduce challenges for the computational…”
Get full text

Heuristic genetic algorithm parameter optimizer: Making lossless compression algorithms efficient and flexible by Wang, Weijie, Chen, Wenhui, Yan, Li, Yang, Yanqing, Zhao, Huihuang

“… Current dual precision floating-point lossless compression algorithms often struggle to deliver exceptional performance on diverse datasets, highlighting their inherent limitations…”
Get full text

Digital Video Manipulation Detection Technique Based on Compression Algorithms by Gonzalez Fernandez, Edgar, Sandoval Orozco, Ana Lucila, Garcia Villalba, Luis Javier

“… This paper proposes a forensic technique by analysing compression algorithms used by the H…”
Get full text

A comparison of trajectory compression algorithms over AIS data by Makris, Antonios, Kontopoulos, Ioannis, Alimisis, Panagiotis, Tserpes, Konstantinos

“… In this paper, we present a wide range of several well-known trajectory compression algorithms and evaluate their performance on data originating from vessel trajectories…”
Get full text

A Mathematical Analysis of Clustering-Free Local SAR Compression Algorithms for MRI Safety in Parallel Transmission by Gras, V., Boulant, N., Luong, M., Morel, L., Le Touz, N., Adam, J.-P., Joly, J.-C.

“…Parallel transmission (pTX) is a versatile solution to enable UHF MRI of the human body, where radiofrequency (RF) field inhomogeneity appears very…”
Get full text

Data Compression Algorithms for Wireless Sensor Networks: A Review and Comparison by Ketshabetswe, Keleadile Lucia, Zungeru, Adamu Murtala, Mtengi, Bokani, Lebekwe, Caspar K., Prabaharan, S. R. S.

“… Suitable sets of criteria are defined to classify existing data compression algorithms. An adaptive lossless data compression…”
Get full text

High-resolution image compression algorithms in remote sensing imaging by Ma, Xianghe

“…Digital image processing (DIP) has great application values in many fields, especially in remote sensing image processing, which represents the acquisition,…”
Get full text

PAC: A monitoring framework for performance analysis of compression algorithms in Spark by Zhu, Changpeng, Han, Bo, Li, Gang

“… To mitigate this issue, Spark incorporates four compression algorithms to reduce the size of the data for better performance…”
Get full text

Assessing compression algorithms to improve the efficiency of clustering analysis on AIS vessel trajectories by Ferreira, Martha Dais, Campbell, Jessica, Purney, Evan, Soares, Amilcar, Matwin, Stan

“… In addition, these calculations are computationally expensive and not scalable. To tackle this issue, compression algorithms can be applied to perform clustering analysis since they are typically used to reduce storage and processing…”
Get full text

Investigation of Energy Cost of Data Compression Algorithms in WSN for IoT Applications by Mishra, Mukesh, Sen Gupta, Gourab, Gui, Xiang

“…The exponential growth in remote sensing, coupled with advancements in integrated circuits (IC) design and fabrication technology for communication, has…”
Get full text

Development of denoising and compression algorithms for AIS-based vessel trajectories by Yan, Ran, Mo, Haoyu, Yang, Dong, Wang, Shuaian

“…Ship navigation information derived from the Automatic Identification System (AIS) is widely used in the shipping industry. As AIS reports are featured with…”
Get full text

Divergence Parametric Smoothing in Image Compression Algorithms by Gashnikov, M. V.

“…The paper elaborates on methods of digital image compression. The focus is on the compression method that represents a raster image as a set of multiply…”
Get full text

Investigation of fast and efficient lossless compression algorithms for macromolecular crystallography experiments by Bernstein, Herbert J., Jakoncic, Jean

“… Many MX beamlines are now fitted with DECTRIS Eiger detectors, all of which are delivered with optimized compression algorithms by default, and they perform well with current framing rates and typical diffraction data…”
Get full text

Energy and Performance Analysis of Lossless Compression Algorithms for Wireless EMG Sensors by Biagetti, Giorgio, Crippa, Paolo, Falaschetti, Laura, Mansour, Ali, Turchetti, Claudio

“… A lot of research has been done in lossy compression algorithms for EMG data, but being lossy, artifacts are inevitably introduced in the signal…”
Get full text