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News/Auditing Routing Entropy as an Uncertainty Signal in Attention-Residual Transformers
arxiv
PublishedOctober 2, 2026 at 4:00 AM

Auditing Routing Entropy as an Uncertainty Signal in Attention-Residual Transformers

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arXiv:2610.01495v1 Announce Type: new Abstract: Dynamic architectures leave a per-example routing trace beside each prediction, and diffuse routing is easy to read as a sign that the prediction is unreliable. We audit that reading for routing entropy in Attention-Residual (AR) variants of Swin-Tiny

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