Latest Articles for Compression

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.

Mobile Edge Generation enhances generative AI communication efficiency and content quality.

A look at new methods improving protein structure understanding.

A look into how superposition enhances neural network efficiency and complexity handling.

Introducing FedFT, a method to improve communication in Federated Learning.

RBNs model how biological systems evolve over time through simple interactions.

MesonGS simplifies the management of 3D Gaussian files by improving compression efficiency.

This research explores memory reduction methods for training deep neural networks.

A new method enhances language model performance by streamlining external information.

A novel compressor boosts GMRES performance in solving linear equations.

CFVNet improves finger vein recognition accuracy and security through innovative techniques.

Introducing new methods for image compression that improve machine learning efficiency.

Learning-based methods improve fingerprint storage while preserving unique details.

A new method improves image compression speed and quality.

Exploring a fresh approach to improve semantic segmentation using compression principles.

A fresh perspective on machine learning through quantum techniques and data processing.