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gradient step denoiser 1input convex neural network 1plug-and-play denoising 1poisson inverse problems 1splitting methods 1

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20242026
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cs.LG2025

Unveiling Transformer Perception by Exploring Input Manifolds

Alessandro Benfenati, Alfio Ferrara, Alessio Marta +2

This paper introduces a general method for the exploration of equivalence classes in the input space of Transformer models. The proposed approach is based on sound mathematical the…