Hallucinations in diffusion models are driven by local intrinsic dimension instabilities on the manifold, which Intrinsic Quenching corrects by deflating it.
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2026 2verdicts
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Framework adds feature importance to prototype explanations: local 'alike parts' for shared subsets and global selection for feature diversity, with experiments showing maintained or improved surrogate fidelity on six benchmarks.
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Alike Parts: A Feature-Informed Approach to Local and Global Prototype Explanations
Framework adds feature importance to prototype explanations: local 'alike parts' for shared subsets and global selection for feature diversity, with experiments showing maintained or improved surrogate fidelity on six benchmarks.