"state-transition matrices" Papers

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DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products

Julien Siems, Timur Carstensen, Arber Zela et al.

NEURIPS 2025arXiv:2502.10297
26
citations

Structured Linear CDEs: Maximally Expressive and Parallel-in-Time Sequence Models

Benjamin Walker, Lingyi Yang, Nicola Muca Cirone et al.

NEURIPS 2025spotlightarXiv:2505.17761
8
citations