Latest Articles for Data Generation

Study assesses the creation and evaluation of synthetic satellite images.

COG improves blending of latent variables in generative models.

TCDiff enhances synthetic face creation for better face recognition.

KnoWoGen offers a novel system for creating datasets in knowledge work, addressing key limitations.

A new QGAN architecture improves scalability and data generation quality.

Researchers enhance data generation through the study of Conditional Hierarchical Variational Autoencoders.

A method automates image-text pair generation for remote sensing datasets.

A new method improves traffic scenario generation using natural language inputs.

A new method boosts texture data generation for machine learning models.

A new method transforms tabular data into binary for efficient synthetic data generation.

Research improves data generation in machine learning using synthetic methods for clearer explanations.

A new method for assessing AI agents in customer support via test generation.

A new method to speed up diffusion model output without losing quality.

This paper presents a new approach to creating synthetic data for analysis and modeling.

Free-Mask automates image labeling, enhancing the efficiency of semantic segmentation.

A new approach to generating data using flow matching and Bayesian methods.

Exploring how synthetic data protects privacy while enabling complex data analysis.

Research analyzes the effectiveness of AI-generated images for robot training.

A new method improves training efficiency for diffusion models.

AnySynth offers a new way to create synthetic images for various tasks.

Exploring synthetic 3D shape generation through self-supervised learning methods.

A new dataset transforms how we build 3D models from text.

GenDeg enhances image restoration by creating diverse training datasets.

Evaluating language models' abilities in synthetic data creation using AgoraBench.

Exploring the innovative DVP-VAE model for data generation in AI.

WCGEN improves how robots understand language and navigate in new spaces.

Explore how math shapes energy generation, storage, and consumption.

Using SAM for better detection of flaws in 3D-printed components.

Learn how diffusion models revolutionize data generation and classification.

A framework enhances LiDAR data quality for autonomous vehicles.

WarriorCoder creates a competitive space for models to improve coding skills.

Discover how Schrödinger Bridge models enhance data generation in AI.