Latest Articles for Data Compression

A new method enhances video tasks by focusing on frame differences.

Efficient methods to enhance 3D data sharing through point cloud compression.

New model improves image compression tailored for machine tasks.

Examining sample compression's role in binary and multiclass learning.

A method to enhance language models while cutting down on storage requirements.

New design reduces delay in binary compression for faster digital processing.

New methods cut memory use for large language models on mobile devices.

A new approach to reduce memory use in neural networks through 4-bit optimizers.

CR-VAE enhances VAEs by reducing posterior collapse and improving data representations.

A technique to reduce code model size while maintaining performance.

This article presents a new model combining image compression and classification for improved efficiency.

New codec achieves high efficiency in point cloud data transmission.

Learn how PAC codes improve data transmission efficiency.

A new method improves image compression for diverse image types.

A new method enhances few-shot learning using GPT for better information compression.

DCTransformer enhances JPEG image quality lost during compression.

Discover a flexible method for effective tensor compression across various applications.

Research highlights methods to compress language models while preserving performance in code generation.

This study examines how lossy compression affects visualization of adaptive mesh refinement data.

A new model improves low-quality videos while reducing processing demands.

A new method enhances image classification for JPEG-compressed images.

A method to simplify CNNs during training while preserving performance.

A method for compressing volumetric data while maintaining quality using neural networks.

A new method improves image compression by focusing on frequency bands.

Learn how q-digests summarize data while ensuring security and privacy.

Innovative quantum approach enhances wavelet transform processes in computing.

Explore how character order affects BWT performance in data compression.

A new method for efficient data compression and retrieval.

A new method improves EEG data compression while ensuring quality and efficiency.

A new method simplifies calculating quantum rate-distortion functions for improved efficiency.

Examining how language models can efficiently compress various types of data.

M-AdaCode balances image quality and file size effectively.

A new approach to make language models smaller and faster using 1-bit quantization.

New framework improves video compression efficiency and quality.

A new method improves fronthaul compression using machine learning for mobile networks.

Learn how progressive coding improves data representation and transmission.

New techniques improve communication efficiency in distributed model training.

This study investigates storage needs for clustering large datasets efficiently.

A fresh method for optimizing Markov chains using polytope techniques.

BAT-LZ offers faster access and efficient compression for large text files.