Latest Articles for Artificial Intelligence

This article examines ways to enhance quantization in deep learning models using TVM.

ExpeL agent learns from experiences to enhance performance in various tasks.

New method enhances robot movement around obstacles while ensuring safety.

A new approach uses maps to guide AI in creating artwork from simple sketches.

A new method enhances the robustness of Mixture of Experts CNNs against adversarial inputs.

The Bayes Risk Transducer improves speech recognition efficiency and accuracy.

Learn how Raft algorithms improve coordination in multi-agent systems.

This article examines the performance of various language models in key NLP tasks.

MeDM offers a new method for generating consistent videos from images with minimal data.

A new method enhances how nodes in graphs are represented.

CASS combines AI techniques to improve healthcare analysis with limited data.

A novel method improves the ability of Vision-Language Models to adapt to new tasks.

Investigating how large language models enhance personalized recommendations through dialogue.

This research enhances person image searches through effective techniques and advanced models.

Introducing a fresh approach to calculating VC dimension for better model training.

New method tackles multiple biases in image classification to improve fairness.

Using qudits in quantum systems enhances data classification methods.

A new model integrates U-Net and Spiking Neural Networks for efficient image tasks.

A study reveals European attitudes towards AI, highlighting awareness, trust, and approval.

Disposable Transfer Learning addresses privacy concerns while maintaining model performance.

Research improves text generation for languages with fewer resources using modern models.

MDCS improves classification accuracy for rare categories in image recognition.

A fresh approach predicts missing brain measurements using advanced machine learning.

This article examines how LLMs create efficient surveys in Natural Language Processing.

New dataset and framework improve spoken question answering capabilities.

New approach improves image quality and consistency in CcGANs using negative samples.

A new approach to help machines connect and interpret diverse data forms.

A new method for guiding language models efficiently.

SharpCF enhances recommendation systems while maintaining efficiency and accuracy.

Introducing a balanced approach to prune deep neural networks effectively.

SplitWiper improves unlearning in machine learning, ensuring data privacy and efficiency.

This study investigates how brain activity relates to emotions using machine learning.

A new method improves robot accuracy in detecting and managing test tubes.

FastTCM-CR50 boosts scene text detection and spotting with limited data.

Revolutionizing how individuals manage energy consumption using AI technology.

A look into the injectivity of ReLU layers and their implications in neural networks.

SAMRec addresses data sparsity in recommender systems through effective training techniques.

Addressing challenges for safe machine learning applications in critical systems.

A new approach improves coronary artery labeling accuracy in medical imaging.

New methods improve compact models for 3D object detection using representation disparity.