Latest Articles for Quantization

Smarter AI for smaller devices through model quantization techniques.

Discover how B3FA attacks compromise deep neural networks with minimal knowledge.

Research finds ways to reduce AI model size while maintaining accuracy.

Panacea enhances DNN performance while saving energy and maintaining accuracy.

Learn how TTAQ improves AI model efficiency and adaptability.

Discover how finetuning language models improves financial data analysis and privacy.

Discover how ProFe improves communication in decentralized federated learning.

DQA offers a smart solution for efficient deep quantization in resource-limited devices.

New methods make language models faster and more efficient for real-world tasks.

ResQ optimizes large language models, enhancing performance and reducing costs.

Researchers aim to optimize language models to enhance efficiency and reduce costs.

Researchers refine large language models for better efficiency and task focus.

Low-bit language models make AI smarter and more efficient for everyday devices.