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Found 3 papers, 1 papers with code
Statistical Test for Generated Hypotheses by Diffusion Models
In this study, we consider a medical diagnostic task using generated images by diffusion models, and propose a statistical test to quantify its reliability.
Statistical Test for Anomaly Detections by Variational Auto-Encoders
In this study, we consider the reliability assessment of anomaly detection (AD) using Variational Autoencoder (VAE).
Statistical Test for Attention Map in Vision Transformer
In this study, we propose a statistical test for ViT's attentions, enabling us to use the attentions as reliable quantitative evidence indicators for ViT's decision-making with a rigorously controlled error rate.
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