Latest Articles for Machine Learning

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.

A new method to optimize machine learning model usage for better data processing.

Exploring methods to enhance models’ ability to learn without forgetting.

A new method enhances unsupervised domain adaptation in healthcare and beyond.

A new library enhances complex calculations in PIM architectures.

RARE improves accuracy and stability in graph data predictions.

A novel method improves infrared target detection using minimal labels.

SDM offers a way for networks to learn continuously without forgetting old information.

A look at new methods to protect SSL models from hidden threats.

Examining how large language models connect internal representations to real-world meanings.

Techniques to enhance VLM performance in handling rare classes.

A new method for efficient video compression using deep learning techniques.

Validating clustering results is essential for accurate data analysis.

Exploring innovative methods in distribution testing through parity trace analysis.

Pythia offers 16 models for better understanding language model behavior.

A look at how deep incremental learning enhances accuracy in financial predictions.

PyFlyt simplifies UAV simulation and machine learning for researchers.

Using generative models to improve particle detector simulations at the LHC.

A new method enhances robot abilities for picking and placing objects seamlessly.

A new method improves 3D object detection using single images.

FlexVDW improves drug design by accounting for protein flexibility during ligand docking.

Researchers use machine learning to analyze 2D images for material property predictions.

A new memory system helps robots navigate challenging terrains effectively.

Recent methods improve speech recognition without relying on labeled data.

GLASU enhances communication efficiency in vertical federated learning using graph data.

This paper examines hate speech detection and target identification on Parler.

LMCodec compresses audio effectively while preserving quality for clear communication.

A deep dive into methods for improving data quality through matrix denoising.

Improving video recognition for less common actions through better datasets and methods.

A new method combines self-supervised models and text guidance for better image segmentation.

A new method improves action recognition in videos using fewer labeled examples.

This article highlights how self-supervised learning helps improve speech recognition systems.

A look into multi-armed bandits and their applications in decision-making.

Introducing Eigen Factors for improved 3D mapping and localization in robotics.

A new method enhances machine reading comprehension and logical reasoning.

DivClust introduces a method for generating diverse clustering results in machine learning.