Latest Articles for Compression

Learn how certain polymers behave uniquely under stress, impacting biological systems and material design.

UniCompress improves medical image storage and transmission with advanced AI techniques.

Learn how CME and compression improve predictions from complex data.

New metrics shed light on the limitations of language models in representing reality.

A new method improves visual data representation using tensor networks.

A new metric focuses on meaningful image comparisons for better communication.

VTrans method significantly reduces transformer model sizes without sacrificing performance.

A method to help large language models handle longer texts more efficiently.

Research outlines techniques to improve efficiency in serving LoRA adapters.

A novel method enhances data sharing for efficient GNN training.

A new adaptive optimizer reduces memory use in training large neural networks.

CALDERA offers efficient model compression while preserving performance for limited-resource environments.

This article examines how particle layers relax after compression.

A new method for capturing images inspired by human vision.

A novel approach to analyze dislocation networks under stress conditions.

This article explores overparameterization and its impact on model training efficiency.

A study on the complexity of Irish traditional dance tunes using compression methods.

Effective data selection improves performance in large language models.

This framework connects General Relativity and Quantum Theory for better predictions.

FETCH improves memory use while maintaining accuracy in machine learning tasks.

New methods improve classification of anticancer peptides for better cancer treatments.

New techniques help compress vast atmospheric datasets for better analysis and predictions.

A study on improving methods to detect lossy audio compression for better sound quality.

A unified model improves point cloud compression for better quality and efficiency.

BVI-AOM offers a diverse resource for optimizing video compression techniques.

Finch compresses input data for better processing in language models.

A new method enhances language models for better performance and lower resource use.

Research focuses on improving human avatar video quality for better immersive experiences.

Innovative methods preserve vital features while compressing visual data.

Learn about 500xCompressor, a new method for effective prompt compression.

Discover how magnetic compressors improve timing in ultrafast electron diffraction techniques.

Denum improves log compression by focusing on numeric tokens for efficiency.

Diff-PCC improves point cloud compression efficiency and quality using diffusion models.

A novel method using language models to compress 3D point clouds effectively.

A new method enhances image quality affected by double JPEG compression.

New methods enhance language models' efficiency in handling complex tasks.

A modern approach to understanding the limits of elastic strings under tension.

A new method enhances the efficiency of logic programs in AI.

A new method enhances video generation quality and efficiency.

New methods improve image generation efficiency on limited devices.