Latest Articles for Machine Learning

This article compares discrete and continuous speech representations for effective speech recognition.

This article explores how visual features influence our decision-making.

Introducing HTLA, a model improving text classification accuracy through better label alignment.

A data-driven approach to solving linear inverse problems using trained operators.

A new method enhances classification by adjusting models to evolving data patterns.

This study examines using deep learning for effective flow control around a square cylinder.

A new method enhances fingerprint classification accuracy using fuzzy logic.

New watermarking methods protect creators in audio generative models.

A new method improves author identification in historical documents using Vision Transformers.

A new method integrates human input to enhance OOD learning for machine learning models.

A new method for adapting deep learning models to unlabeled data while ensuring privacy.

Exploring the intersection of human feedback and multi-agent systems for better collaboration.

New methods combine density estimation and deep learning for effective anomaly detection.

A look at how AI can forget private data during image restoration.

InvariantStock offers stable stock predictions in changing market conditions.

Improving botnet detection methods through machine learning and adversarial defense strategies.

Researchers refine models to predict crime more accurately and aid law enforcement.

Learn how Gaussian processes address prediction uncertainty in machine learning.

A model improving sentence parsing by focusing on entity structure.

A look at traditional and deep learning methods for blending image styles.

Machine learning improves management of unsteady airflow in various systems.

A new method for accurate predictions in changing physical situations using machine learning.

This study presents a new method for enhanced fluid flow modeling using machine learning.

This study evaluates how well VLMs can understand visual perspectives.

Research highlights methods to enhance machine learning in autonomous vehicles using video data.

A new framework enhances learning efficiency in visual reinforcement learning.

New methods enhance how tools are selected for language models.

Using advanced machine learning to improve sewer defect detection efficiently.

New methods enhance bug detection in distributed systems using reinforcement learning techniques.

Examining LVLMs' effectiveness in generating multilingual art explanations.

EvoChart aims to improve chart understanding for machine learning models.

A novel approach enhances recognition of occluded fruits in farming.

Discover how DDSP improves speech synthesis efficiency and quality.

This study evaluates how well AI categorizes images compared to humans.

A new method enables language models to correct their own mistakes in math.

This study improves sign language video translation through innovative methods.

A new design to improve long-term memory in language models.

A study on reliable optimization algorithms with proven performance metrics.

ERFSL streamlines reward function creation using large language models.

Examining the efficiency and latency challenges of SMoE models in language processing.