Latest Articles for Performance

New benchmarks reveal challenges for MLLMs in real-world tasks with long contexts.

A framework for assessing AI strategies in competitive and cooperative environments.

A new framework to assess predictive model performance amidst uncertainties.

This article explores the bias in code generation models across different languages.

DynaMo models generate text faster and with better quality using multi-token prediction.

A study on the use of Bazel for faster CI builds.

New models enhance duet interactions in virtual dance performances.

Examining the role of representation in PPO and its impact on agent performance.

Innovative strategies to enhance traffic flow and reduce fuel use at roundabouts.

An analysis of how Abstract Meaning Representation impacts LLM performance across various tasks.

Exploring specialized neurons designed for specific tasks in artificial networks.

A new method enhances Ising machines' performance in solving knapsack challenges.

This study evaluates how model size and quantization impact language model performance.

A new automated method simplifies integrating deep learning kernels into models.

New AI model enhances understanding of images in three dimensions.

Discover how warm start algorithms improve performance using prior knowledge.

A clear guide on software architecture and its impact on design choices.

Improving vector search efficiency through innovative index structures and memory solutions.

QuadraNet V2 enhances model training efficiency and sustainability in machine learning.

A new framework improves optimization in machine learning using behavior information.

EVA-X improves chest X-ray evaluation using advanced AI techniques.

SPIDER enhances data handling efficiency for rank and select queries.

Gamification enhances student engagement and motivation in software engineering programs.

Research reveals mixed results on human-AI collaboration effectiveness.

This article examines how fine-tuning affects language models' accuracy and hallucinations.

A method to assess user trust in AI, especially in healthcare settings.

A new method enhances the efficiency of deep neural networks through automated optimization.

A study reveals different reading strategies across humans and animals.

New algorithms improve circuit designs for faster calculations.

A quick way to evaluate DNN performance after new training.

A study on the performance of five JavaScript static analysis tools.

A new method enhances intent management in evolving network demands without retraining.

Examining demographic influences in machine learning medical predictions.

QUIC improves online communication with speed and security.

New method improves neural networks' performance against adversarial attacks.

A guide to layout selection in quantum computing for optimal performance.

Memento enhances video streaming performance through targeted sample selection strategies.

Reward centering boosts the effectiveness of reinforcement learning algorithms.

Chameleon seamlessly merges images and text, enhancing content generation capabilities.

A spatial analysis of Internet performance highlights access disparities in Chicago.