PRADA uses probability ratios of autoregressive token sequences to detect and attribute images to specific generative models.
Decoupled weight decay regularization
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MultiModalPFN extends TabPFN with modality projectors, a multi-head gated MLP, and cross-attention pooler to unify tabular and non-tabular inputs, outperforming prior methods on medical and general multimodal datasets.
OCO uses object co-occurrence analysis to divide OOD detection into scenarios based on ID training data patterns for improved near-OOD performance.
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