Tag: data scarcity
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RDFace: Rare Disease Facial Image Dataset for AI Diagnosis
Discover RDFace, a benchmark dataset with 456 pediatric images aiding AI diagnosis of rare diseases under extreme data scarcity and synthetic generation.
Boost Nonparametric Bayesian Networks with Transfer Learning
Enhance nonparametric Bayesian networks using transfer learning techniques to improve performance with limited data and reduce negative transfer risks.
Reasoning-Driven Synthetic Data Generation with Simula
Discover Simula, a scalable reasoning-driven framework for synthetic data generation and evaluation that enhances AI model training without seed data.