Latest Articles for Machine Learning

Using generative outpainting to boost video recall and engagement.

A new method improves image quality for digital views.

CompetitorFormer enhances 3D instance segmentation by reducing inter-query competition.

Research shows that quirky questions can enhance language model training.

Are NLI tasks still relevant for testing large language models?

WARLearn helps machines recognize objects despite challenging weather conditions.

New strategies enhance GNN performance in multi-label node classification tasks.

RAMP helps agents explore new paths for better learning.

A new approach to predicting energy needs while keeping data private.

A look into how various distance measurements impact shapes and data.

This article explores how a simple transformer learns the one-nearest neighbor prediction method.

Exploring efficient image transformation using GANs and autoencoders.

Learn how knowledge distillation enhances machine learning model performance.

Using hypergraphs to improve predictions of material behaviors.

This article discusses the issues of hallucinations in LVLMs and potential solutions.

Flashcurve uses machine learning to create gamma-ray light curves rapidly and accurately.

Introducing temporal skips in SNNs improves efficiency and accuracy significantly.

A look at how LiveEdit helps VLLMs stay accurate and relevant.

LDM-Morph improves alignment of medical images for better diagnoses and treatment planning.

Learn how samplets help compress large datasets effectively.

Explore a new method combining labeled and unlabeled data for efficient 3D modeling.

Discover how Luffy improves AI model training efficiency.

A new method helps systems learn efficiently and clearly.

Examining the limitations of LLMs in analyzing sentiments from text and images.

New methods tackle challenges in identifying weak classes within federated learning.

New method enhances Autoraters for better translation scoring.

Exploring how fine-tuning affects reasoning in language models.

Discover how schedule-free optimization transforms machine learning efficiency.

DiffServe improves image generation speed and quality by smartly sorting requests.

Scientists improve methods to recognize gravitational waves using innovative machine learning strategies.

BALDUR helps make sense of complex medical data for better healthcare decisions.

SAM segments images but struggles with understanding them, limiting its usefulness.

Learn how to identify and address prediction errors in machine learning.

A new training approach enhances model learning by mixing easy and hard examples.

Introducing BanglaEmbed models to enhance Bengali sentence understanding.

A fresh method to understand causal relationships in dynamic environments.

Learn how Gaussian smoothing techniques enhance optimization methods.

Researchers are making robots capable of handling real-world chores effectively.

Research shows how to compress diffusion models while maintaining quality.

Exploring the use of RTDETR for safer roads in Bangladesh.