Latest Articles for Performance

A new method for compressing datasets efficiently using self-supervised learning.

Research unveils a method for creating smaller language models using fewer resources.

This study examines how group selection affects performance, learning, and satisfaction.

This study examines quality problems in prompts for code generation models.

A new benchmark assesses voice recognition systems' performance amidst various disturbances.

AERO improves SSD performance and lifespan through smarter erase operations.

This study benchmarks quantum models against classical ones, revealing key insights.

Sea library enhances neuroimaging workflows by optimizing data transfer performance.

Exploring how proofreading steps influence signal differentiation in research.

Comparing AMD/Xilinx Versal ACAP and Intel Stratix 10 NX in deep learning tasks.

New algorithms boost efficiency in active learning with neural networks.

New computing approach boosts performance and efficiency in embedded systems.

A new approach improves how chat systems handle unclear questions.

Examining when LLMs should refrain from answering questions.

This study examines the differences between real and AI-generated hotel reviews.

A new algorithm improves online learning by adapting to incoming data effectively.

Discover how microservices and containers improve software performance and management.

A method for creating adaptable controllers for different robot designs.

TDRAM improves DRAM cache performance and energy efficiency.

A visual analytics tool enhances the analysis of microservices performance.

A new method to improve model performance in AI through knowledge transfer.

A new method to reduce data center memory costs effectively.

A new method reduces KV cache size while maintaining high model performance.

Notochord enhances real-time MIDI music creation using AI for richer performances.

Study reveals genetic ties between epilepsy and cognitive abilities.

A new method improves language models' accuracy and efficiency in response generation.

An assessment of how well LLMs remember factual information and the factors involved.

EasyLAN streamlines the development of collaborative LLM networks for complex tasks.

Investigating how filler tokens impact performance in language models.

A new framework enhances model-based reinforcement learning with adaptive control for better decision-making.

A new method, InsTa, enhances task selection in instruction tuning.

A new system improves function scheduling and resource management in serverless computing.

Techniques to improve model learning through better training data usage.

A system that enhances VR design by using simulated users for testing.

A new approach enhances performance and resource efficiency in network slicing.

Tenspiler streamlines code adaptation, enabling developers to keep pace with technology changes.

Examining the performance of the CMS electromagnetic calorimeter from 2015 to 2018.

A study of user reviews offers insights into contact tracing app effectiveness.

SGD-PH combines first-order and second-order methods for better model training performance.

A new optimizer enhances communication in distributed AI training.