Latest Articles for Performance Evaluation

A new approach to building efficient sparse portfolios using Topological Data Analysis.

This article covers performance issues and solutions in public blockchains.

A study on using language models to identify metastatic cancer from clinical notes.

High-quality image-text pairs improve performance of multimodal models in various tasks.

Exploring the dynamics of human-AI teamwork in optimization tasks.

Examining the link between asset pricing factors and market performance using random portfolios.

Study proposes a benchmark for controlling autonomous vehicle groups effectively.

Vampire prover improves performance through diverse strategies and optimized scheduling.

FastFlip helps developers quickly find and analyze software errors.

A new model improves video understanding through innovative training techniques.

A new system enhances the creation of four-dimensional visuals across various fields.

A new mission leverages machine learning to classify galaxy shapes and enhance cosmic studies.

A new model enhances fraud detection, reducing losses and improving security.

A framework for recommending unseen services to boost user engagement.

New approach enhances sidewalk detection for autonomous vehicles.

A new method to assess the accuracy of language models using knowledge graphs.

TSNet improves image quality in hazy conditions using a two-stage network approach.

Innovative approaches improve performance in sparse tensor computations across various applications.

A study highlights CLIP's reliance on spurious features in image recognition.

Examining how coworkers influence individual employee assessments in team settings.

Methods for robots to locate fast-moving targets with limited information.

PatentGPT models are designed to address unique challenges in Intellectual Property.

A model adapts to various image tasks using minimal examples.

Discover a new method for efficient neural architecture search through graph-based evaluations.

Aardvark Weather uses machine learning for accurate and efficient weather predictions.

Examining the importance of data valuation for language models and its implications.

Research shows effective use of high-level languages for large integer operations on GPUs.

This article presents a method for identifying causal relationships in complex systems.

A new method ensures reliable image restoration by training monotonic neural networks.

Explore how PG-RAG enhances knowledge retrieval for language models.

Exploring how chaotic dynamics can enhance deep neural networks in artificial intelligence.

EdgeSync enhances video analysis accuracy and reduces latency in changing environments.

New methods like PromptFix help secure language models from hidden threats.

A new method to develop adaptable agents using diverse environments.

New methods improve speed and efficiency in solving time-dependent equations.

A new method improves offline RL performance using expert insights.

A new method enhances adaptability of computer models for satellite and medical images.

A new model combines audio and visual data for improved understanding.

A review of machine learning's role in improving continuous integration processes.

M2QA enhances machine learning for questions in various languages and topics.