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most citedA Unified Algebraic Perspective on Lipschitz Neural Networks

1 citations · 2 across the 15 of their papers we have counts for

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cs.LG2024

Chain and Causal Attention for Efficient Entity Tracking

Erwan Fagnou, Paul Caillon, Blaise Delattre +1

This paper investigates the limitations of transformers for entity-tracking tasks in large language models. We identify a theoretical constraint, showing that transformers require…

cs.LG2024

Spectral Norm of Convolutional Layers with Circular and Zero Paddings

Blaise Delattre, Quentin Barthélemy, Alexandre Allauzen

This paper leverages the use of \emph{Gram iteration} an efficient, deterministic, and differentiable method for computing spectral norm with an upper bound guarantee. Designed for…