A vision transformer with a concept bottleneck and denoised diffusion smoothing is claimed to give stable concept explanations under input perturbations while keeping diagnostic accuracy.
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Stable Vision Concept Transformers for Medical Diagnosis
A vision transformer with a concept bottleneck and denoised diffusion smoothing is claimed to give stable concept explanations under input perturbations while keeping diagnostic accuracy.