A comparative analysis of the state-of-the-art lossless image compression techniques

A Rahman, M Hamada, A Rahman - SHS Web of Conferences, 2022 - shs-conferences.org
Lossless data reduction is essential for data transmission over the Internet and the storage
of data in a digital device when data loss is not permitted. The application of image …

Single and Binary Performance Comparison of Data Compression Algorithms for Text Files

S Keskin, O Sevli, E Okatan - Bitlis Eren Üniversitesi Fen Bilimleri …, 2023 - dergipark.org.tr
Data compression is a technique used to reduce the size of a file. To reduce the size of a file,
unnecessary information is removed or parts that repeat the same information are stored …

Less is More: Restricted Representations for Better Interpretability and Generalizability

Z Jiang - 2023 - uwspace.uwaterloo.ca
Deep neural networks are prevalent in supervised learning for large amounts of tasks such
as image classification, machine translation and even scientific discovery. Their success is …

Text compression based on an alternative approach of run-length coding using Burrows-Wheeler transform and arithmetic coding

MA Rahman, M Hamada… - 2021 IEEE 14th …, 2021 - ieeexplore.ieee.org
In modern life, communication via text is becoming one of the most popular means of
communication. As a result, storing text in a small format or transferring it quickly over the …

Compressing network data with deep learning

D Gili Fernández De Romarategui - 2024 - upcommons.upc.edu
This thesis delves into the problem of compressing data generated by mobile networks,
which are formed by many antennas and IoT devices, that emit huge quantities of …

Utilizing the GPT model to teach physics for better learning and understanding of scientific concepts

I Vrdoljak - Journal of Applied Health Sciences= Časopis za …, 2024 - hrcak.srce.hr
Sažetak Artificial intelligence (AI) is increasingly shaping the landscape of education, with
models such as GPT (Generative Pre-trained Transformer) offering new possibilities to …

[PDF][PDF] Comparative Analysis of Run-Length Encoding Techniques: Standard, Modified, 2D, and Bitwise Approaches for Efficient Data Compression with Numerical …

MA Rahman - researchgate.net
Run-Length Encoding (RLE) is a fundamental data compression technique that represents
consecutive occurrences of the same value, known as” runs”, as a single value and its count …

Plausibly Deniable Encryption with Large Language Models

D Pavllo, S Anagnostidis - openreview.net
We present a novel approach for achieving plausible deniability in cryptography by
harnessing the power of large language models (LLMs) in conjunction with conventional …

[PDF][PDF] Mathematical Breakdown of PNG Image Compression: A Step-by-Step Guide with Numerical Examples

MA Rahman - researchgate.net
Lossless image compression is a data compression method that reduces the file size of an
image without any loss of quality, meaning the original image can be perfectly reconstructed …

Single and Binary Performance Comparison of Data Compression Algorithms for Text Files

S Keskin, O Sevli, E Okatan - Bitlis Eren Üniversitesi Fen Bilimleri Dergisi - dergipark.org.tr
Data compression is a technique used to reduce the size of a file. To reduce the size of a file,
unnecessary information is removed or parts that repeat the same information are stored …