Latest Articles for Compression

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.

LLaVA improves Visual Question Answering by blending local device power with cloud processing.

Exploring how compression and learning work hand in hand for efficient data storage.

A method to simplify and enhance 3D mesh generation.

New metrics improve video quality assessment for machine recognition tasks.

ZipNN compresses AI models efficiently, keeping essential details intact.

A closer look at the structure and applications of double almost-Riordan arrays.

SoftLM makes language models smaller and faster for everyday use.

MDBPE optimizes image processing by compressing visual data efficiently.

A method to protect AI-generated art without losing image quality.

A look into text compression and its practical applications.

A new approach to speed up image analysis for AI models.

Research shows how to compress diffusion models while maintaining quality.

Real-ESRGAN enhances medical images for better diagnosis and patient care.

P-LLM aims to improve image compression using advanced techniques from large language models.

A new method enhances model training while reducing communication delays.

Learn how M3-CVC improves video compression without losing quality.

A fresh approach to image compression balancing quality and file size.

A new framework makes streaming dynamic 3D videos faster and more efficient.

Explore how large language models are becoming more efficient and accessible.

Learn how smarter algorithms make handling large data easier and faster.

New methods improve storage and sharing of 3D point clouds.

Smarter AI for smaller devices through model quantization techniques.

Discover how semantic multi-item compression changes image sharing and storage.

A new method improves how models process visual information efficiently.

Explore how neural networks transition from memorization to true understanding.