NCIS, which samples outliers from a Stable Diffusion embedding space using a conditional volume-preserving network, achieves state-of-the-art OOD detection on CIFAR-100 and ImageNet-100.
Latent space autoregression for novelty detec- tion
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Non-Linear Outlier Synthesis for Out-of-Distribution Detection
NCIS, which samples outliers from a Stable Diffusion embedding space using a conditional volume-preserving network, achieves state-of-the-art OOD detection on CIFAR-100 and ImageNet-100.