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Data Compression

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Showing 76–100 of 459 papers

TitleStatusHype
AlphaZip: Neural Network-Enhanced Lossless Text CompressionCode0
Blockchain-Enabled Variational Information Bottleneck for Data Extraction Based on Mutual Information in Internet of Vehicles—0
Data Compression using Rank-1 Lattices for Parameter Estimation in Machine Learning—0
k-mer-based approaches to bridging pangenomics and population genetics—0
Learned Compression for Images and Point CloudsCode1
Rate-Constrained Quantization for Communication-Efficient Federated Learning—0
Attention Based Machine Learning Methods for Data Reduction with Guaranteed Error Bounds—0
BWT construction and search at the terabase scaleCode2
NDP: Next Distribution Prediction as a More Broad Target—0
Self-Adaptive Quantum Kernel Principal Components Analysis for Compact Readout of Chemiresistive Sensor Arrays—0
Bandwidth-Aware and Overlap-Weighted Compression for Communication-Efficient Federated Learning—0
LLM-PCGC: Large Language Model-based Point Cloud Geometry Compression—0
Semantic Variational Bayes Based on a Semantic Information Theory for Solving Latent Variables—0
Edge Learning Based Collaborative Automatic Modulation Classification for Hierarchical Cognitive Radio NetworksCode0
Scaling Training Data with Lossy Image CompressionCode0
Accelerating the Low-Rank Decomposed Models—0
A Benchmark for Gaussian Splatting Compression and Quality Assessment StudyCode1
Training Foundation Models as Data Compression: On Information, Model Weights and Copyright Law—0
Enhancing Electrocardiogram Signal Analysis Using NLP-Inspired Techniques: A Novel Approach with Embedding and Self-Attention—0
Neural-based Video Compression on Solar Dynamics Observatory Images—0
CADC: Encoding User-Item Interactions for Compressing Recommendation Model Training Data—0
Using Low-Discrepancy Points for Data Compression in Machine Learning: An Experimental Comparison—0
Entropy Law: The Story Behind Data Compression and LLM PerformanceCode1
KeyVideoLLM: Towards Large-scale Video Keyframe Selection—0
An AI-based, Error-bounded Compression Scheme for High-frequency Power Quality Disturbance Data—0
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