Latest Articles for Machine Learning

A look at decentralized optimization and the decentralized projected gradient method.

New methods improve the agility and control of legged robots during challenging tasks.

A new technique improves model performance on unseen data using fewer training examples.

Learn how graphs enhance data analysis across various fields.

New dataset enhances detection of software vulnerabilities using deep learning.

A new method improves graphical models by including covariate information for better accuracy.

A novel method for recognizing actions using skeleton data without labels.

CompoundE3D improves knowledge graph predictions using multiple transformations.

Using machine learning to improve predictions in engineering structures under moving loads.

Explore techniques for efficient solutions in optimization problems.

CapsFlow harnesses capsule networks for improved motion tracking in computer vision.

Fair-CDA improves fairness in machine learning without sacrificing prediction accuracy.

Q-DETR improves object detection accuracy using efficient quantization techniques.

A look at how YOLO has changed object detection over time.

A new method for data valuation using Shapley values in KNN models.

New methods improve trust and reliability in convolutional neural networks.

A new method for classifying materials using thermal imaging technology.

SemanticSTF offers critical data for object recognition in adverse weather conditions.

This method uses kernel techniques to efficiently find ground states in quantum systems.

Research reveals time delays enhance reservoir computing efficiency and performance.

Using random matrix theory to enhance the performance of deep neural networks.

New methods improve classification of cell cycle stages using 3D video data.

Strategies to enhance model performance in new data environments.

Effective malware detection methods are vital for IoT network safety.

Machine learning transforms data sharing by improving quality and accessibility.

New methods improve stability and accuracy in facial landmark detection.

Discover how the FANS model improves online content recommendations.

New framework enhances bipedal robot jumping and landing accuracy using smart strategies.

A look at how robust control and machine learning improve system stability.

A new model enhances image classification performance using attention mechanisms.

A new method enhances model accuracy while ensuring data privacy in machine learning.

A framework to enhance fairness and accuracy in machine learning models.

Learn how Mixup improves machine learning model training and performance.

LLMMaps provides visual insights into language model performance across various knowledge areas.

Using advanced imaging to understand heart health and predict age.

Kernel Affine Hull Machines protect individual privacy while allowing data learning.

A new architecture improves the efficiency of tree-based machine learning models.

New method improves prostate cancer grading with self-supervised learning.

Research improves robot efficiency in crop segmentation using knowledge distillation.

A new framework enhances open-world 3D recognition using language data.