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Same path, different: a mechanistic comparison of looped and stacked transformer encoders on 12-lead ECG

Olszowiec, Pawel et al.
arXiv (OAI Expanded) · Papers
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dynamical-systemsi-2-0i-2-10machine-learning
Recurrent Transformers reusing their weights rather than stacking $L$ distinct layers are becoming widely adopted due to their parameter efficiency [1,2,3]. However, the exact representational and dynamical differences between looped and stacked architectures remain uncharacterized. This paper prese
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